{
 "cells": [
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "# User's Guide: Chapter 14: Time Signatures and Beats"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {
    "sphinx_links": {
     "any": true
    }
   },
   "source": [
    "Up until now almost all the music we've been working with has been in 4/4.  That's not because we love common time so much, but simply because as we noted in :ref:`Chapter 4 <usersGuide_04_stream1>` it's because 4/4 is the default time signature for `music21` :class:`~music21.stream.Stream` objects that don't have another time signature applied to them.\n",
    "\n",
    "In general, :class:`~music21.meter.TimeSignature` objects are found within :class:`~music21.stream.Measure` objects (a Stream subclass). However, in some cases :class:`~music21.meter.TimeSignature` objects can exist directly on a Stream. \n",
    "\n",
    "TimeSignature objects, as a subclass of the :class:`~music21.base.Music21Object`, have an offset and can be positioned anywhere on a Stream. When placed in a Measure, TimeSignature objects are often placed at the start, or zero offset position. The Measure property :meth:`timeSignature <music21.stream.Measure.timeSignature>` can be used to set or get a TimeSignature at the zero offset position. If a Measure does not have a TimeSignature, the :meth:`timeSignature <music21.stream.Measure.timeSignature>` property returns None.\n",
    "\n",
    "Everything that we need to use other time signatures is contained in the `meter` module, which is imported when you type `from music21 import *`.  There are lots of things in that module, but the one that we care about most is the :class:`~music21.meter.TimeSignature` object.  Let's create a couple of notes and a `TimeSignature` object."
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 1,
   "metadata": {},
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "3 / 4\n"
     ]
    }
   ],
   "source": [
    "from __future__ import print_function #_DOCS_HIDE\n",
    "from music21 import *\n",
    "\n",
    "noteC = note.Note(\"C4\", type=\"half\")\n",
    "noteD = note.Note(\"D4\", type=\"quarter\")\n",
    "noteE = note.Note(\"E4\", type=\"quarter\")\n",
    "noteF = note.Note(\"F4\", type=\"half\")\n",
    "\n",
    "tsThreeFour = meter.TimeSignature('3/4')\n",
    "\n",
    "print(tsThreeFour.numerator, '/',  tsThreeFour.denominator)"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "There's also an easy way of getting this string, call `.ratioString`:"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 2,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/plain": [
       "'3/4'"
      ]
     },
     "execution_count": 2,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "tsThreeFour.ratioString"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "Now that we have our objects, let's create a :class:`~music21.stream.Stream` object that uses these notes and the TimeSignature object.  We'll append each object in order using a `for` loop:"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 3,
   "metadata": {},
   "outputs": [],
   "source": [
    "stream1 = stream.Stream()\n",
    "\n",
    "for thisThing in [tsThreeFour, noteC, noteD, noteE, noteF]:\n",
    "    stream1.append(thisThing)"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "Let's look at `stream1` using `.show('text')`:"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 4,
   "metadata": {},
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "{0.0} <music21.meter.TimeSignature 3/4>\n",
      "{0.0} <music21.note.Note C>\n",
      "{2.0} <music21.note.Note D>\n",
      "{3.0} <music21.note.Note E>\n",
      "{4.0} <music21.note.Note F>\n"
     ]
    }
   ],
   "source": [
    "stream1.show('text')"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "Wondering why both the time signature and the first note begin at `offset` 0.0 in the Stream? That's because by default TimeSignature objects have no length:"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 5,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/plain": [
       "0.0"
      ]
     },
     "execution_count": 5,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "tsThreeFour.duration.quarterLength"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "If we :meth:`~music21.base.Music21Object.show` the `Stream` without using `show('text')`, we see that there are two measures of 3/4:"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 6,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "image/png": "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\n",
      "text/plain": [
       "<IPython.core.display.Image object>"
      ]
     },
     "metadata": {
      "image/png": {
       "height": 49,
       "width": 257
      }
     },
     "output_type": "display_data"
    }
   ],
   "source": [
    "stream1.show()"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "The `TimeSignature` object helps the display module known how to divide the Stream into :class:`~music21.stream.Measure` objects.  We can see this process directly if we create a new `Stream` from `stream1` that has measures using the :meth:`~music21.stream.Stream.makeMeasures` command:"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 7,
   "metadata": {},
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "{0.0} <music21.stream.Measure 1 offset=0.0>\n",
      "    {0.0} <music21.clef.TrebleClef>\n",
      "    {0.0} <music21.meter.TimeSignature 3/4>\n",
      "    {0.0} <music21.note.Note C>\n",
      "    {2.0} <music21.note.Note D>\n",
      "{3.0} <music21.stream.Measure 2 offset=3.0>\n",
      "    {0.0} <music21.note.Note E>\n",
      "    {1.0} <music21.note.Note F>\n",
      "    {3.0} <music21.bar.Barline type=final>\n"
     ]
    }
   ],
   "source": [
    "stream2 = stream1.makeMeasures()\n",
    "stream2.show('text')"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "The makeMeasures command, by the way, also put a TrebleClef into the `Stream` and set the last barline to \"final\", which makes its output a little prettier in Lilypond (which is what the documentation uses; you are probably using MusicXML if you're following along, which gets it right...)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 8,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "image/png": 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GE9RnLHZ5M6oXdS/22Rgoowm+QOlvX0p0FtigT2KXaYOvW1zHb8lPzaMJ6nnSswIHeY7aUgU/7e1/SmDdYKyzon/s+ZTPmpiV44l+oT7coBjSpspAc1NloHYnY+Otoz7T4ZtrNtZWczP2ty7EEgvFGYfN3Bp+nVrtf7GV5FIZAOss6B9oLfCvWLN/Und5+37PezwGmy3QP+ZDNHb4iv9Bcd2+3cA40qTKQHNTZaB6Y7EU40krAf7tzZTjKKIlWO6AbSqUOwpYRvlr1EUpWZQUT26VAbCe+msDB1wKnIB76GHYpd4+9wMnYsNY/OPcnvAYaZmJjZiIeqGWY6Momo0qA81NlYHqTMD6NFVbEejDMutV82OmGXXSf66ZsG2BXxJ9SSUuSZzkL9fKAFgqz2Bmqj6s9nkv8O/A57Bm9gOwpBWfAL5M/4yF/m0NNoVxoy4N+PEvdcTiakYM98ItOlUGmpsqA8mNxJq/a6kI+LexKcVSVC9jQwinhNaPxzp9v4f7dVmJ9R2QYsu9MgB28v57bHxqLR/CZcB/U/5PmqXTgV9hPWqTxrkG69PQLDVkVQaamyoDyf2Q2r57gi0Dg1OKpaj8k8VibOj2XGzo9Rrcr0kPcAnW4iLFV3NloJ1SIqG03An8Efuwb411UukIlVmHDTfswTJg9WHpjjdilxga5Qisk8zzXjwrsF6zK7FLH23YpYpxWKKNcdhIhz2xk+yMBsZaq+He/VTSf68lPeOxVqcO7ITUiV022+htn05rvX/B6cjPoPR31moSNhqoHm9jY/BbWSfWCjoDuCmizAZskptnvFs31hlTis9P1Lc77u+LyEvdbcAVWUQUMojStbj1lJIHjcVaE8DyYIfnIpD6DcX6dbwK3J1vKBIyFBuiNZ3o4bmvYa1lr9BarTttlPKcrKX6nCdhHyA+m2kSC4Cn6jxGs5hIKd/CRuy7twf7IeSPwJDmMxg73/birmC309hL8In5TaB9WCuCpE+XCYqp2mFv9+cTZtNYRH2XCJaQ/+yJIgPWaEofxmZN6lN0qgwUS63D3pblEWwT6ab2isB6bAY/kQGr3qa5evUElkfkFoVIY0zARtjsUcO+E4mew0Ns/Hst3yEbgM8wMBIOiUSqZtZClznYr5y3sBP7c1hmwuFxOwUEJx5q9fG9MrCNxJr6a6kIgH1WG5l3o9ncW8M+72LD5W5JORaRAaMd6/AX1ez2MOUjCFxGBfbZp0JZqY0uExSDhr1lazqwmuSv5x+onIVPRCpI8sV2XYLjbBoor4kvateGTcR0JPBPwFeBc7G5yQ9HlYG87U59FYE+Bk4v93rsD7xI/Ov4BPY5KWSPapFmMhNr3q/05dWL1dbjbBsoPzWjeFvVKOBYLHVokl9Ev80lSgEbvltvZeDUhkfdnNqxDKffw1Ka3wpchs2bMi3HuERazpkk/wI7scKxPhgoq2E9yYzE5h+PqgD0ADdg10KPAB731r+dR7ACaNibiLSgy0j+JXZ2hWMd55VbkVWwLeZA+k/mFL6mfDWwZWifKZRaaoY1LFIJ0rA3ESm0WoYWrqqibKUpQWd794tqiGOgOQi4B/cJ/QksFesTjm1d3r2fWrnHUUaypWFvItJyTib5L5qtY44zFBuS2Ad8I8N4W8EE4A3KX+Mu4DTie5lPDpRXy0A+bqT6FoFVwMfzCFZEBp5aWgYeSljufGy6zCifxyYxAstVMNDtgqVndjmJ8qmTnwQuBF4HDonYbyg2qgBgOZa/PagXeKDaQKVq52CjOpJe938E6xy6NKuARETSsIT4UQQXE5/QqCNwDFUEzA3U3+O82ltnQ/4yAQ17E5ECqzUd8TzgR97ye1gColHYzGq3AAsr7H8hlvBjI601LWs9urCJa8KGYSMIwCpanVSe7nWot0/wpLLasV939WFKjRYAOwCHYqNotsDez7ewKbTvBV7KLToRkRoMxn7F+L9o7iB5auN/C+z39Uyiay23Y6/VQkqXVaKMA66l/BfnXVkGKCIiA9dW2GgB/4TzINZZLUoH8INA+fmoOTSJ17ARANtUKHcUNrOdq5Ph9hnGJyIiA9xMrJNg8MRzDZbwZi9gN+Aw4CL694a/FWvKlsrWA0/HbN8Wy0IY1X/jmKwDFBER2Qy4jWQd1rqwSwOacCW5Zdi1/Smh9eOBC7A+G67XeiVWKRMREWmY/YAfY0PdwiemRcC3sEsLUp3LsddwMXA0MNdbtwZ3JaAHuATLTSAiIpKbMdh16m1Ropt6jcH6Y8S1uKzFJiI6CVUCRESkSv8Pkw6BvWH6/KcAAAAASUVORK5CYII=\n",
      "text/plain": [
       "<IPython.core.display.Image object>"
      ]
     },
     "metadata": {
      "image/png": {
       "height": 49,
       "width": 257
      }
     },
     "output_type": "display_data"
    }
   ],
   "source": [
    "stream2.show()"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "Time signatures have a `.symbol` setting that can be used to change the display of certain common duple signatures:"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 9,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "image/png": 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\n",
      "text/plain": [
       "<IPython.core.display.Image object>"
      ]
     },
     "metadata": {
      "image/png": {
       "height": 49,
       "width": 748
      }
     },
     "output_type": "display_data"
    }
   ],
   "source": [
    "s = stream.Stream()\n",
    "ts0 = meter.TimeSignature('4/4')\n",
    "ts1 = meter.TimeSignature('4/4')\n",
    "ts1.symbol = 'common'\n",
    "ts2 = meter.TimeSignature('2/2')\n",
    "ts3 = meter.TimeSignature('2/2')\n",
    "ts3.symbol = 'cut'\n",
    "s.append(ts0)\n",
    "s.append(note.Note('C5', type='whole'))\n",
    "s.append(ts1)\n",
    "s.append(note.Note('B4', type='whole'))\n",
    "s.append(ts2)\n",
    "s.append(note.Note('A4', type='whole'))\n",
    "s.append(ts3)\n",
    "s.append(note.Note('G4', type='whole'))\n",
    "s.makeMeasures(inPlace=True)\n",
    "s.show()"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "## Working with Beats in TimeSignatures\n",
    "\n",
    "Beyond just getting nicely formed measures, TimeSignature objects let us figure out information about what beat each :class:`~music21.note.Note` (or :class:`~music21.note.Rest` or :class:`~music21.chord.Chord`, etc.) is on.  Let's return to our Stream without measures and look at each note's beat:"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 10,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/plain": [
       "<music21.note.Note C>"
      ]
     },
     "execution_count": 10,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "stream1.notes[0]"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 11,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/plain": [
       "1.0"
      ]
     },
     "execution_count": 11,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "stream1.notes[0].beat"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "Okay, so the first note is on beat 1 (represented as 1.0 here).  That's different from its :meth:`offset <music21.base.Music21Object.offset>` which is 0.0.  Remember that the offset is the number of quarter notes from the beginning of the containing `Stream`.  The :meth:`beat <music21.base.Music21Object.beat>` on the other hand uses notation that is more familiar to musicians.  Let's look at the beat of all the notes in the Stream:"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 12,
   "metadata": {},
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "<music21.note.Note C> 1.0\n",
      "<music21.note.Note D> 3.0\n",
      "<music21.note.Note E> 1.0\n",
      "<music21.note.Note F> 2.0\n"
     ]
    }
   ],
   "source": [
    "for n in stream1.notes:\n",
    "    print(n, n.beat)"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "If we only wanted to find notes that were on the downbeat we could filter on beats like so:"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 13,
   "metadata": {},
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "<music21.note.Note C>\n",
      "<music21.note.Note E>\n"
     ]
    }
   ],
   "source": [
    "for n in stream1.notes:\n",
    "    if n.beat == 1.0:\n",
    "        print(n)"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "What would happen if the time signature were different?  We can find out by changing the TimeSignature object already in the Stream:"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 14,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/plain": [
       "'3/4'"
      ]
     },
     "execution_count": 14,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "tsThreeFour.ratioString"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 15,
   "metadata": {},
   "outputs": [],
   "source": [
    "tsThreeFour.ratioString = '2/4'"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "Now the variable name of the TimeSignature object makes little sense, but we do find that the first, second, and fourth notes are on the downbeat."
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 16,
   "metadata": {},
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "<music21.note.Note C> 1.0\n",
      "<music21.note.Note D> 1.0\n",
      "<music21.note.Note E> 2.0\n",
      "<music21.note.Note F> 1.0\n"
     ]
    }
   ],
   "source": [
    "for n in stream1.notes:\n",
    "    print(n, n.beat)"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "If we change the TimeSignature again to 6/8 then the same notes will be on the downbeat as in the original 3/4 Stream, but they will have different beat numbers.  This time we'll use the :meth:`numerator <music21.meter.TimeSignature.numerator>` and :meth:`denominator <music21.meter.TimeSignature.denominator>` to change the meter.  (Remember that all these different tricks are documented in full at :class:`music21.meter.TimeSignature`."
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 17,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/plain": [
       "<music21.meter.TimeSignature 6/8>"
      ]
     },
     "execution_count": 17,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "tsThreeFour.numerator = 6\n",
    "tsThreeFour.denominator = 8\n",
    "tsThreeFour"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 18,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "image/png": "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\n",
      "text/plain": [
       "<IPython.core.display.Image object>"
      ]
     },
     "metadata": {
      "image/png": {
       "height": 49,
       "width": 256
      }
     },
     "output_type": "display_data"
    }
   ],
   "source": [
    "stream1.show()"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 19,
   "metadata": {},
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "<music21.note.Note C> 1.0\n",
      "<music21.note.Note D> 7/3\n",
      "<music21.note.Note E> 1.0\n",
      "<music21.note.Note F> 5/3\n"
     ]
    }
   ],
   "source": [
    "for n in stream1.notes:\n",
    "    print(n, n.beat)"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "There is also a variation of `.beat` on every `Music21Object` called `.beatStr` which returns a string which might look more normal to a musician."
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 20,
   "metadata": {},
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "<music21.note.Note C> 1\n",
      "<music21.note.Note D> 2 1/3\n",
      "<music21.note.Note E> 1\n",
      "<music21.note.Note F> 1 2/3\n"
     ]
    }
   ],
   "source": [
    "for n in stream1.notes:\n",
    "    print(n, n.beatStr)"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "Notice that by default 6/8 is assumed to be a \"fast\" 6/8, that is, having two beats and not six per measure.  That's because there's no easy way to specify the former.  We can see how many beats there are per measure by requesting the :meth:`beatCount <music21.meter.TimeSignature.beatCount>` of a `TimeSignature`:"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 21,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/plain": [
       "2"
      ]
     },
     "execution_count": 21,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "tsThreeFour.beatCount"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "And we can change that and see how it affects the results:"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 22,
   "metadata": {},
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "<music21.note.Note C> 1.0\n",
      "<music21.note.Note D> 5.0\n",
      "<music21.note.Note E> 1.0\n",
      "<music21.note.Note F> 3.0\n"
     ]
    }
   ],
   "source": [
    "tsThreeFour.beatCount = 6\n",
    "\n",
    "for n in stream1.notes:\n",
    "    print(n, n.beat)"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "Using the terminology most musicians use, you can create TimeSignatures of 6/8 with either beat count directly:"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 23,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/plain": [
       "(2, 6)"
      ]
     },
     "execution_count": 23,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "tsFast68 = meter.TimeSignature('fast 6/8')\n",
    "tsSlow68 = meter.TimeSignature('slow 6/8')\n",
    "\n",
    "tsFast68.beatCount, tsSlow68.beatCount"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "## Working with TimeSignatures in scores"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "We have been dealing with TimeSignature objects that are in a single Stream.  However, in general, :class:`~music21.meter.TimeSignature` objects are found within :class:`~music21.stream.Measure` objects inside a :class:`~music21.stream.Part` object.  Both :class:`~music21.stream.Measure` and :class:`~music21.stream.Part` are subclasses of :class:`~music21.stream.Stream`.  Let's get a Bach chorale with some nice eighth-note runs from the :ref:`moduleCorpus` module's :func:`~music21.corpus.parse` function.  It returns a :class:`~music21.stream.Score`, which is also a `Stream` subclass."
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 24,
   "metadata": {},
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "<class 'music21.stream.Score'>\n"
     ]
    }
   ],
   "source": [
    "myBach = corpus.parse('bach/bwv57.8')\n",
    "\n",
    "print(myBach.__class__)"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "We will get the Alto part using the `Score` object's :meth:`parts <music21.stream.Score.parts>` list:"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 25,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/plain": [
       "<music21.stream.Part Alto>"
      ]
     },
     "execution_count": 25,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "alto = myBach.parts['Alto']\n",
    "\n",
    "alto"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "When we call `.show()` on this Part (or on `myBach` itself), we can see that this is one of the few chorales that Bach wrote that is in 3/4:"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 26,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "image/png": 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\n",
      "text/plain": [
       "<IPython.core.display.Image object>"
      ]
     },
     "metadata": {
      "image/png": {
       "height": 290,
       "width": 751
      }
     },
     "output_type": "display_data"
    }
   ],
   "source": [
    "alto.show()"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "To examine the :class:`~music21.meter.TimeSignature` object active for this part, there are a few approaches. One method is to simply search for the class within all objects in the Part, or the flattened Part Stream representation. Remember that a Part is generally built of Measures, or Stream-embedded containers. To get all the elements in the Stream we can use the :meth:`flat <music21.stream.Stream.flat>` property, and then search for a class with the :meth:`~music21.stream.Stream.getElementsByClass` method. This returns a new Stream containing all found classes. The first element in this Stream is the TimeSignature."
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 27,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/plain": [
       "<music21.meter.TimeSignature 3/4>"
      ]
     },
     "execution_count": 27,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "alto.recurse().getElementsByClass(meter.TimeSignature)[0]"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 28,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/plain": [
       "1"
      ]
     },
     "execution_count": 28,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "len(alto.recurse().getElementsByClass(meter.TimeSignature))"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "We see that there is exactly one TimeSignatures in the `Part`.\n",
    "\n",
    "Alternatively, we can look at the first Measure in the Stream, and examine the timeSignature property."
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 29,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/plain": [
       "<music21.meter.TimeSignature 3/4>"
      ]
     },
     "execution_count": 29,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "alto.measure(1).timeSignature"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "Other measures don't have TimeSignature objects:"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 30,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/plain": [
       "True"
      ]
     },
     "execution_count": 30,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "alto.measure(7).timeSignature is None"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "Let's change that!"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 31,
   "metadata": {},
   "outputs": [],
   "source": [
    "alto.measure(7).timeSignature = meter.TimeSignature('6/8')"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "Now we'll rebeam according to the new TimeSignatures:"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 32,
   "metadata": {},
   "outputs": [],
   "source": [
    "alto.makeBeams(inPlace=True)"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "We'll clear all the stem directions so that we don't get really screwy beams, and then show the new score."
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 33,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "image/png": 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\n",
      "text/plain": [
       "<IPython.core.display.Image object>"
      ]
     },
     "metadata": {
      "image/png": {
       "height": 290,
       "width": 751
      }
     },
     "output_type": "display_data"
    }
   ],
   "source": [
    "for n in alto.flat.notes:\n",
    "    n.stemDirection = None\n",
    "\n",
    "alto.show()"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "We've sort of cheated by changing the TimeSignature to something that kept all the measure lengths the same.  Let's rebar everything.  First we'll flatten the alto part and then get everything that is NOT a TimeSignature.  We will use :meth:`~music21.stream.Stream.getElementsNotOfClass` and can either pass it the string \"TimeSignature\" as we did with \"getElementsByClass\" above, or for either method we can pass in a class object, which we'll do here:"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 34,
   "metadata": {},
   "outputs": [],
   "source": [
    "newAlto = alto.flat.getElementsNotOfClass(meter.TimeSignature).stream()\n",
    "newAlto.insert(0, meter.TimeSignature('2/4'))"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "If we make some measures from this, we'll see that there are problems around mm. 2-3"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 35,
   "metadata": {},
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "{0.0 - 2.0} <music21.stream.Measure 1 offset=0.0>\n",
      "    {0.0 - 0.0} <music21.instrument.Instrument 'P2: Alto: '>\n",
      "    {0.0 - 0.0} <music21.clef.TrebleClef>\n",
      "    {0.0 - 0.0} <music21.key.Key of B- major>\n",
      "    {0.0 - 0.0} <music21.layout.SystemLayout>\n",
      "    {0.0 - 0.0} <music21.layout.StaffLayout distance 130, staffNumber 1, staffSize None, staffLines None>\n",
      "    {0.0 - 0.0} <music21.meter.TimeSignature 2/4>\n",
      "    {0.0 - 1.0} <music21.note.Note F>\n",
      "    {1.0 - 2.0} <music21.note.Note F>\n",
      "{2.0 - 4.5} <music21.stream.Measure 2 offset=2.0>\n",
      "    {0.0 - 1.0} <music21.note.Note F>\n",
      "    {1.0 - 2.5} <music21.note.Note F>\n",
      "{4.0 - 6.0} <music21.stream.Measure 3 offset=4.0>\n",
      "    {0.5 - 1.0} <music21.note.Note F>\n",
      "    {1.0 - 2.0} <music21.note.Note G>\n",
      "{6.0 - 8.0} <music21.stream.Measure 4 offset=6.0>\n",
      "    {0.0 - 1.0} <music21.note.Note C>\n",
      "    {1.0 - 2.0} <music21.note.Note C>\n"
     ]
    }
   ],
   "source": [
    "newAlto.makeMeasures(inPlace=True)\n",
    "newAlto.measures(1, 4).show('text', addEndTimes=True)"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "Whoops! The last F of measure 2 is actually too long, and the next measure's first F begins half a beat later.  Let's run the powerful command :meth:`~music21.stream.Stream.makeNotation` first before showing:"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 36,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "image/png": 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OkcwrwzUZ+7oVS7rMzG/o7CRPUdYmSt4kS6B8BXi0QbtlwMeJkkLLc455F+UttjqW3UOs65C2JnBqj2ORJElaYZl4lyRJ6p0lwGDG/kZJTIjk5ekZ+3cGtsjYP0BtFu584EdE0viMjGMPJ3tWebU2/HVE2ZV2PUp2iZb9iAUh095MzNZfTOOFZ7vpHxn7HuvCOAOMTLyf34Vx2nECtZMvVWe30P4M4vPMMh44rp2gVNdkoqxVlrcQP3eSJEnqMhPvkiRJvZNXqqaZxDvA94mZxGlHZOx7BTC3cv9UIokNsVBruo85wE6pfS+sbNDeoqppWYusjgPelto3kNh3LvBkAWO363GiZEdSs59VK7Zh+MzvpeQvxNtLM4lyO0nXkX/lRp5zgJNynns95ZUSGqs+Te1nP8u3GXkyRZIkSQUz8S5JktRbWWVlmk1kziPKfqS9lZELlX6gcvs0w8vEzM/p44jU43dUbp+hmAVF/wxcn7H/KGLmc9V21JKGRST8OzEEPJHa90gXxkkvenkZ5Z5wqNoXWDm17542+zqJ+A6krUf2VQ9qz67AByv3/xO4JeOY9YEv9CwiSZKkFZSJd0mSpN5aKWPfZS20/27GvrWBvROPtwP2qtz/BrFAalJWuZlDqdXxXgV4Y+X+jymu1njWrPcNGB57dbb7bcDVBY3bifQCp38suP9+LjOzdca+f7XZ1zLg6znPWee9GCsDPyS+U7cRJzvyauy/A9i9Z5FJkiStgEy8S5Ik9c5KwLSM/a0k3i8B/pmxP7nIarW2+xLgqxnHXgQ8nNq3CrUFTd9M7QRBkbPOzyXKt6RVF1mdQq0eeJmLqlbNIN6XqmeAPxU8xtbA8xOPlwMXFDxGu2Zl7Otkxv/FOfste1KMU4GNiJ+btxMLGl8HfCnn+O+R/ftIkiRJBTDxLkmS1DubZOz7C63NIh4ke8b6q4lE6YbAIZV9ZxKlZdKWEjNj044gZstWF1W9HrihhdgaWUT2ArEHECVHDiTqipe9qGrVdqnHlxLJzCKlZ7v/nu7UkS/KxA7aPkZ2qZqsdQvUmlcTs9sBvsbwq0U+Bdyd0WYT4DPdDUuSJGnFZeJdkiSpd16Yse/zbfRzOiNng08E3gQcT9RMXw6cUqePrOT9K4h649USI92osf5NRsY+npixX521fx7ZM+N77ZWpx0W/H/1cZgayP4P1Ouwz6yRT+uoLtWYNaiWo/gF8LPX8s8DROW2PB3buUlySJEmSJElSprOIJHFy66Te+Tmpvm6j/YkQl2TE9rdKfENEWZdGrszoY0HiNr2wZlEuzBh3PnGyYIhYILJsE4D7qcV3DZEoL9LWjHwf1i14jE4cxsj4ru2wz6tS/S0ie92Dok1g5GsZAr7VYj+b5vTz/nqNMuyT08+BLfYzAPw80X6fOsd+k+wxbwcmtzguRDI/qz8T+ZIkSZIkSaqryMT7TGLmabKv/TqI7XUZsSW37Zvo42112n+7g9ga2bfOuLdTfIK7HUcyPK707PcinJQao+j68VVrAe8FvkBcFdFsuZh1qJ0MqW7LiBnW7ZqX6u+XLbRt93VA9xPvH2ixn6IS70ck2v6owbEzgAdzxm2n5IyJd0mSJEmSJLWlyMT7ial+2ikxkzSJKNGRlfj6bZN9TKc2wz297dBhfPWMI2pOZ417fAf9bgl8gkjMHkGc7GjHOkSZlWpMeYtTdmKAuEIh+drf24VxdmT4axkC/kzz701yNnV1+0ibsWye0dchdVvUdPo6JmaM3U7i/fk5/fxni/3knXxqJfE+G3i60u5RshfDTds/Z9ylwDYtjA2xgKuJd0mSJEmSJLUsK/G+hNbLw2xJlNSo9vG/xAzcTv1XRnxDwJ4t9PG9jPZ/KSC2Rt6XMe5iYPU2+9ueWPg02d+TRCK/lZnRU4HLE31cSjGfVdpWjHz9swseYwr5M5yzavxn2YT4zqff13XaiOe0VD9X09zVDUW8jpk57VtNvG+f08/3Wuwn74qVg5tsP574PVJt95YWxs76vTYE3AJMa6Gf9+f0s0cLfUiSJEmSJGkFdCbZiaXDW+hjQ+CeRNvLiJIPRdgsI7braK1Uyy4ZfRxTUHz1rMbwkxFDREKwXSeT/VkNAXcQM4wbmQZcnGh3Ht2rP/7pVIzXd2GMvch/T54lkrfNeHdG+z8SJymatRswmGj/FDC3ybZFvI4X5rQ/u+lXEPIS5pe22M97c/r5UJPtP5locxWt/czPIk6edHoC4Uc5fRzVQh+SJEmSJElaAe3OyFnUQ0Sd61OoP0N5HHAo8Eii3bm0t4hhPVekYnt9i+3TJU+eoXuLqqalZ9u/tIO+PkZ2EjC5XUicrEgbIGq431457jmiZE27C982ozpWdWu3fEs9r6f++9FK4jxdj36ImHG9dhNt92B4oncRrX3WRbyOU3La/ovWZnn/OKefpcDGTfYxQJyAy+rnRhqfSNiX4bX3m50ln/S7nPGbTf5vRG0h5/T2G/pjnQZJkiRJkiT1sS2An5GfpPoTkZR8O1Hu4V1ESY37GJ7cO5LuJHJfmxjnDpqfxZx0fKKPU4sLraEXJcb9C50l6zYk6lw3Sr4vJT7PDxDlbr4B/D3xfF5yvkgvyIjr+V0YZzYjF0etbq3OsB8gvt9Ppfp5gph9vSnDP79xxOd7RiqGm2m9lni7r2OA+CxPJk6W5X0nfg/sTf6VKJOBnYDv1OljCLiXqFmfVXd+AHgeUcM9q25+cjub+D6kf1+sTSTF06V/vkjzJw/GAy9mZL389HYWMIfhn+mqwK7ESaK89SWq2/nE4tEb0Z1STZIkSZIkSRojdgK+CdxP4+RudbuLKCnSzRnk44iE+xDNL1SZtgqxyOogkcDulQEiETtEXB3QqecB19L851PdFhJJ1e0LiKEZn0qNf0sXx/oMI1/vM8T3uR0bED8H6TJBQ0Qy93bgTkbOhr6PKK/S7hUfrb6O7+fE2Gh7ovIaq35EftK/UT+7JPo5p40+lhG/QwAuanDsIDFbvp5DGJm0b7Q9TtTY/3gb8Ve3pXR3sWZJkqS+5CWAkiRJrRkgZoLuCawPrAWsSSTXHyFmtz9A1AqvlnDptoOJWeu7EknCdpxMJOD/X1FBNelQ4MNEDe7BAvobqPT1WqLEyVrAGtRqtT9HfEb3ELOlf0dctbCogLGbdSLDZ9VfQmf17esZAA4jrshYnXjNnyNO1nRiFjF7e1dgZ+JnYGZlvEVE4vlu4r39A/E+L+tgvFZfxywiYdyO+dS+i5308yiR6O6kn+XAPOL9ndTg2GXEdzvPSsSs9Vb9k7gaoJMTiMn3QpIkSZIkSRo1Oi1jM1BAH+3qxbhTidnWTjzpnnEUv4aBJEmSJEmSJEmSJEmSJEmSJEmSJEmSJEmSJEmSJEmSJEmSJEmSJEmSJEmSJEmSJEmSJEmSJEmSJEmSJEmSJEmSJEmSJEmSJEmSJEmSJEmSJEmSJEmSJEmSJEmSJEmSJEmSJEmSJEmSJEmSJEmSJEmSJEmSJEmSJEmSJEmSJEmSJEmSJEmSJEmSJEmSJEmSJEmSJEmSJEmSJEmSJEmSJEmSJEmSJEmSJEmSJEmSJEmSJEmSJEmSJEmSJEmSJEmSJEmSJEmSJEmSJEmSJEmSJEmSJEmSJEmSJEmSJEmSJEmSJEmSJEmSJEmSJEmSJEmSJEmSJEmSJEmSJEmSJEmSJEmSJEmSJEmSJEmSJEmSJEmSJEmSJEmSJEmSJEmSJEmSJEmSJEmSJEmSJEmSJEmSJEmSJEmSJEmSJEmSJEmSJEmSJEmSJEmSJEmSJEmSJEmSJEmSJEmSJEmSJEmSJEmSJEmSJEmSJEmSJEmSJEmSJEmSJEmSJEmSJEmSJEmSJEmSJEmSJEmSJEmSJEmSJEmSNHaMLzsASZIkSZIkSVLhVgZWAyYDi1LPTQJWBxb2OqhRaADYEVgXmNdKI0mSJEmSJElS7/wH8Ebg6TrHrAScAlzYYt8vB74BzEnsWw78FfgW8EPgImAbYAOKS77vApwKPNbguOXAM5XtfuBa4PfA0oLiKMI4YE/gKGA/4iTGFcR7K0mSJEmSJEnqQ4cClwFLgKGMbRmRkD6hhT4HgK+m+lkMPAgMZozxCDCj85fyf7YEfgHMzxir0bYMuICYoV+2ccBfGBnjr8oMSpIkSZIkSZLUnPHEbO9kgvdRYGYbfR3L8ET2x4kkMkS5meMYnuhfCsztIPZ63s3w17QI2JWYYb8B8ErgXEYmt58CNupSTK2YBOwNPImJd0mSJEmSJEkadQ5nePL5Z230MQ14PNHHl3OOW4so7zJEJOHn5BzXqTWBZxPxPAhMyTnudoa//ruBiV2KqxXjgJtoM/E+rvEhkiRJkiRJkqQuSddEbyfpvD5REx7gOeDbOcc9TMw2f46Y1b1TG2M1a1nift5regR4BcMXf51Nd+NqVkfro5p4lyRJkiRJkqTRbUsikU7ltt4ioH8narFDsTXe2zUPuDLxeDywY0mxFMbEuyRJkiRJkiSNbkOpx5+lfp34Uyq363cnnJYMESVdkgbLCKRIJt4lSZIkSZIkaXS7nuHlWmYCdwEb5hx/A/B54EddjqsZ44CXpfbNzznuaOA6IjFfXYz1XuAjTYwzFfg0cE+l/RLgX8D5wLZNtK+e3HhDJYYniff838D7m2gvSZIkSZIkSeqR/Rm+uGhLi3hWjAeuTfUzBCwlFm/ttTWBBYk45lOrQZ+2B8NjXlRpn/QCItE9RNSOPxc4maiPX213GfkTzfegttjrIHABI9+v01NtxjN8cdVfAucw8j2ubj/JGVuSJEmSJEmS1GNFJN4B5hKzuLOSwn8Fdug40ualE+8PMnKB1cnETPFBhsf60YzjHqCWdN8v8dwqwOOJ5/bKiOXIRN9/YvgJgHNTY78l8Vw68V7dngG+Sixgmz7JMTfrzZAkSZIkSZIk9VZRiXeAfRiZyE5ul5A/87xI6cT7IHAHcBtwC3B3Rpx/J8q4pO2WOGYJMfs96b8Tz6dnnW9E7WTEzYxM/u+ZiuGixHNZifcLgSmJY16bev646hPWeJckSZIkSZKkseESYmb7QznP702UZ9mpZxGF8cAcYEtgK2CTyr6k+4i69GmTUv2k2yUXlp2euD8AfKHSfjnwAWJWetIfgX8kHt+a+wriuFcDixP7fp1q3+v3VZIkSZIkSZKUocgZ71UDxOzrvNIzg8CBBYyTJz3j/RHgecAGRDmWg4CvAPdnxHYhw2emjwfOAuYBP0g9NwD8mOz3bk1qdd0fIX+m/xbAKcBRDJ+onp7x/rOMtuljivjsJEmSJEmSJEkd6kbivWoa8B2yk+9LgRcXOFZSOvH+EMNLtCQdnRFbo4VKNwS+wcgTC8n3bt/E/jsYWWamkWaS6rnHWGpGkiRJkiRJksamZ4FjiPIuT6Wem0Ak5XuRI55Q57nvASen9r2B7JMCOwNXETPl3wmcTyS+syRL1DxFLL7aMybeJUmSJEmSJGl024j6ud7bgE2B+an9mxOlVsr2NWBR4vF44CWJxxOB/wGuJhLy1wKzgTcBv8vp8+nE/Q0ZnojvOhPvkiRJkiRJkjR6zQXuBd7d4LjHgL0YPvN7AFinS3G14ing8Yx9EAnzG4hZ8BALpu4MPFB5PDmnz2mJ+6sAa3QeZvNMvEuSJEmSJElS/1jc4vHzidniHyZ/AdGqvwG3Jh6PJ2bLl20GMD21b2rl9nNEqRyAm4GPNNlnsrzNFOD9DY7fGrgFWKvJ/usy8S5JkiRJkiRJvbMGsfhont+32N/TxGzxtYAPNTh2iKj7XjVI1Ewv22rUEu1Vi4gSM/sn9t0LLE8dtySnz+sZXr7mWPIXk50BXE58Ns80EW9DJt4lSZIkSZIkqTe+BjwCPAx8K+eY9CKoVbsC/wIWAt+llttdCjxRuf9RYI86408FNks8foJYqLSZcVoxlHq8tM6xk4FfMbwG+8PA2URZnH8n9m9DJOOrJgK75fQ7j+EnMSYB/wsckjpuK+BOYBbwNuJ1S5IkSZIkSZJGgbb1YgsAACAASURBVInAHURSeoiYjT2TKKVS3Tef7HIx41Nth4D9Es+fmdi/FDg8o49xwI9TfbyrxXGatX2qj8XE4q5JawDHEbXnk8cuAw6oHJN+z4aAi4iyMO/JaPsUcChxgmMGkagfTB0zBNwHnA/8NbHvjAbvxaUZr3MicE/imJ818d5IkiRJkiRJkgqSldS+mJgBX3385py2WQno5GKqX2VkcvkO4HjglUSSel7q+dPaGKeelYmEe1ZCvJpQX0TMZl+Y8fwQUeZl/1S/X8g5dogoM3NLxv5BYE6l/ZF12le33zF8Zv+qGeMOAp8gyuIArE0k+NPxvJuR9eolSZIkSZIkSV1yENkzsJ+hNss7ywBwVuL4hcC6iecPrOy/jkioP5oxRnV7uM5Yjcap50V1xszblhFlbS4hyrxMHNFrnLD4eUbbi4nyMOsRdeuTM/7fmupjB6I+fLqPhYxcdHU8cFOdmP8FrJMaM71dNNDw7ZIkSZIkSZIkFWUGkYBfH5gA3Ar8kvp10CGS4nsQC7NezPBa8M8DDga+TpR1gSjtsj2wATClsv/3xKKj7Y5TphcQ791CIomeXAR1BhHzYuBP5C+QOpd4XxYTCfSbGblYqyRJkiRJkiRJkiRJkiRJkiRJkiRJkiRJkiRJkiRJkiRJkiRJkiRJkiRJkiRJkiRJkiRJkiRJkiRJkiRJkiRJkiRJkiRJkiRJkiRJkiRJkiRJkiRJkiRJkiRJkiRJkiRJkiRJkiRJkiRJkiRJkiRJkiRJkiRJkiRJkiRJkiRJkiRJkiRJkiRJkiRJkiRJkiRJkiRJkiRJkiRJkiRJkiRJkiRJkiRJkiRJkiRJkiRJkiRJkiRJkiRJkiRJkiRJkiRJkiRJkiRJkiRJkiRJkiRJkiRJkiRJkiRJkiRJkiRJkiRJkiRJkiRJkiRJkiRJkiRJkiRJkiRJkiRJkiRJkiRJkiRJkiRJkiRJkiRJkiRJkiRJkiRJkiRJkiRJkiRJkiRJkiRJkiRJkiRJkiRJkiRJkiRJkiRJkiRJkiRJkiRJkiRJkiRJkiRJkiRJkiRJkiRJkiRJkiRJkiRJkiRJkiRJkiRJkiRJkiRJkiRJkiRJkiRJkiRJkiRJkiRJkiRJkiRJkiRJkiRJkiRJkiRJkiRJkiRJkiRJkiRJkiRJkiRJkiRJkiRJkiRJkiRJkiRJkiRJkiRJkiRJkiRJkiRJkiRJkiRJkiRJkiRJkiRJkiRJkiRJkiRJkiRJkiRJkiRJkiRJkiRJkiRJkiRJkiRJkiRJkiRJkiRJkiRJkiRJkiRJkiRJkiRJkiRJkiRJkiRJkiRJkiRJkiRJkiRJkiRJkiRJkiRJkiRJkiRJkiRJkiRJkiRJkiRJkiRJkiRJkiRJkiRJkiRJkiRJkiRJkiRJkiRJkiRJkiRJkiRJkiRJkiRJkiRJkiRJkiRJkiRJkiRJkiRJkiRJkiRJkiRJkiRJkiRJkiRJkiRJkiRJkiRJkiRJkiRJkiRJkiRJkiRJkiRJkiRJkiRJkiRJkiRJkkoxC9ik7CAkSZIkSZIkSRoLXg48CiwEtiw5FkmSJEmSJEmSRrXDgaXAUGW7DZhaakSSJEmSJEmSJI1ShwLLqCXdq9tnywxKkiRJkiRJkqTR6EXAEkYm3Ycq+zcvL7T/sxrw/4BPAjuUHIskSZIkSZIkSblWAe4lO+le3X5eWnQ1+1OL57ySY5EkSZIkSZIkjSLjejzep4CNGhzzGmDb7odS12Di/tLSopAkSZIkSZIkjTq9TLxvBryrieMGgI92OZZGnsu5L0mSJEmSJElSXb1MvH8UmNjgmCcrtwcB63Y3nLqSs9xNvEuSJEmSJEmSmtarxPu6wJvqPL8U+BJRhmY+MAE4pgdx1Ysn674kSZIkSZIkSXX1KvH+RmBSznPzgN2B9xMz3i+r7D+8+2Hlcsa7JEmSJEmSJKktvUq8H5Sz/05gB+CqxL7rKrezgRd3MaZ6rPEuSZIkSZIkSWpLLxLvU4CdM/bfD7ycKC2TdEvi/iFdiqmRwcR9S81IkiRJkiRJSvomcDMwUHYg6k+9SLxvBYxP7VsKHEyUmUl7IHF/n24F1YAz3iVJkiRJkiTl2Q6Yy8i8pwT0JvE+J2PfydRKyqQ9nmq7XuERNWaNd0mSJEmSJElSW3qReF819Xge8MU6xz+berxrseE0ZWnOfUmSJEmSJEmS6prQgzFWTj3+L2BRneOnph6/oNhwmuKMd0mSJEmSpOZMAFYBZla2VVO31fs/Ay4tKUZJ6qleJN6TCww8B5zV4PgZqcdbFBtOU6zxLkmSRqMpwPnAucAPS45FkiSNHgPAdLKT5Y2S6TMZOekyz+2YeJe0guhF4n154v7vGF7DPcvs1OO1Co2mOc54lyRJo9HawH7AAky8S5K0oplM4wR5vfsuEClJBepF4j2ZxP5TE8dvlXq8SoGxNGswcd8a75IkSZIkqRemAOvS2mzz6v0pJcTbqrllByBJvdKLxPvixP0bmjh+p9TjXsSYNggMEZdaOeNdkiRJkiT1wj7Az8sOootmlh2AJPXKuB6MsTBx/+EGx44D9k3te6rYcJpWnemeTryPJ+qeSZIkSZIkSZI0Qt5s8o2AFxQ0xvMT97cH1q9z7NbAGql9E4EDCoqlFdXa9NsRC76+CtgZWI+YCf9v4EJiRe7lWR2IicARwB+BO8oNZdSaC7wQOJMV+3u2lPg+lWl14FBiwcLHSo5lLBkADgP+Blxfciz9ahnW21Tz1qzcrks5/34aDZbTm8kn0mj2HDCp7CDUFasBbwTOAx4pOZZ+NEg5V90n7Vby+N3mv1FUhH7IEUDtCo79if+3SUkPDuQ88WbghIIGWZla8v02hpeeSduYqEuW9DDwUEGxtGJbItHxGPGPk7z/oD0O3NfmGBOIGvYrEf+wHSB+UJcSVwo8zfB686PNNGAL4j18oORYRqvqz8StwJKSYynDasAsYB7wTMmxzAI2BP4BPFpyLGPJBGAb4vfdXSXH0k8mED//ADcDU0uMZQDYrMTxu20h8M+ygyjQJGIiwxPAvSXH0k8mAbMr92+jP/6jJvWjDYi/OTcS/0fR2LMaMdHuQUy8J60CrEX8/77sSTbrEYuljybLUttgxuMpxETLecC/yglTY8BGxL/jrqOcNSHTNif+Xt5AlKyWICZDzQSu7sVgmxFfviFgxzrHzSYSzkOp7bAux5dnfiKGpcCXgNcDp2bEeESLfU8HvgosqrRfTMye/wFwe6Lf54jZtXM6eiXl2ZZ4Hd8rO5BR7BziPdy07EBK8lHi9V9SdiDA0UQsx5YdyBgzi/75jPvJBtT+FqzZ4Nhum8TIv3tjabuouLeqL8wmXtc5JcfRb7ag9pmbTJTyXUn8nLy77EDUNYcRn/FxZQfSZ44h3pd+uALzc/T+30NLiBzI34hE0cXA2cA3gM8CHwDeDrwB2Iu4KnsT4qrgZq8Q8LunItxNfI8OLjuQimuIeMq+Ukb95TTie3F6L74Y/6B2Se+GwJ9zjvsM2V/UKzsYeyZwPPHH4NwW+1qauP8m4lI8gJ8SiaLkCYEPE6VAmrEhcCm1ROojwC7APYljTgY+RpzFOxg4EDgJ+M+mo5ckSc2wjI8kSRrtlhPr4z0BPFnZnkjd1ru/qPchS9LY14vE+xLgfuKS+byZ29sT5W3Sbqi0bdeWwImV+2vTWuK9uqjqXdSS7lXfYXjifQ5xOVijS9VXAi4jzgxX/Y7hSXeATxCLzG5feTyJSMZvDrwVL1+RJPXOWJ+9sVXZAUiSJCU8W7m9gyin0Uwy/RlW7DXBJKkv9eo/0zcTifes/9yOJxLZWfXmO71MOlkffWnuUdmqx9+a8VzWQqFr0Djx/jGGJ90BdiXqKCbPMA8Rl3Vtnzr2MOK9PKXBOJIkFWWsJ95dPFCSJPWTWyq3PyYm4EmSRqm8BUOLdm3ldueM594D7JCxfwHw3Q7HTSben8s9Klv1+Gcznpucsa/R4qEDZNeC35CoG5/2y5x+TsTapJIkSZIkSZLUt3qVeL+mcrshw1fnnkss1JHlm8RlU53oJPFeb4b8NqnHVxKXd9UzE1gn57l3AC9P7buX7EvFpgP7NxhLkiRJkiRJklSSXl0+fg2wGJgCvIxY6HQq8BOyZ4/PJz8h34pOSs3US9Qfk3rczKKn0xo8vztweeLxMuAxYM2MYzdrYjxJkopQ/Xv4F+DQMgMp2KrEgu9ZJeUkSZIkSepIrxLvS4CrgT2AVxKJ9+8Si59mOZ5YkbtT3ZjxvhvwqsTjHwCXNNHfw8Ss+FVznr8tY9/inGMtNSNJ6rXFwN1lB1GgWZXbJaVGIUmSJEkak3pVagbg0srtK4ETgDfnHPcrIjFfhCJqvI9P7FsVOIPaQrC/IcrENBvLSTnP3Qicn9o3QH5pmoebHFOSJEmSJEmS1GO9TLxfXLldHzgl55hHgaMLHLOTUjPV4ydVblcmFjzdtPL4VOAAWpsp9xXg3dQS50uB84iTEYOpYzcGJub0c08LY0qSJEmSJEmSeqhXpWYgZnX/i5jFnZfwPxp4pMAxi5jxviqwFvBrYAdgIXAU7c/K/xrwdeIS9wXkl5M5JGf/AmpXD0iSJEmSJEmS+kwvE+9rUn/W+anEjPIiFVHjfUticdjZwM1EQvzODuMaImb355kEHJnz3JnkJ+slSZIkSZIkSSXLS7zvAuxX8DiHAevlPP8QkUw+ucAxAaYm7u8JTG+h7eaV27Uqt9cDlwFvKSCuRl5KraRN0kLiBELR71O3VN+7HRg9MfebrSu3JxCL865oXlK53Yjyv0PbVm5fTZTMUjGmVW43o/zPuJ/MSNx/H62XSytS9d8KGzK2PqOx+t1bpXK7NWPrdXVqVuL+x4DlZQUi9bkNK7d7EBOnNPZsVbk9AFi7zED6zHaV27Up/+/nnMrtXsCUMgMpmN+9/rMq8bt+OrG+4TNEfu7pMoNqYLXK7auBuWUGUlHNDZyE/75UzU6V2w3zEu9TgJkFDTYA7Et+0n0hUTplRs7znZiUuD+Z1l5TshzOjcC1tJa4b9cG1JKNSQuAC4nPZrT88V25cjuJ4r5PK5pqnf8ZxJUSK5rqd3085X+HpiVuy45lLKl+xhPwfU1K/r2ZASwrKxBqi4z3w89hkcbqd6/6t3ciY+t1dWrlxP2Z+B8jKU/1d36r/3fS6LFS5XYqfsZJ1X/r98O/d6qfUZF5mX7gd68/TCYS1nOoTdhIux/4I/2ZgK/m6vrl71Q1r+q/L5U0uXLbk0oz3yAShlnbs8ALuzj2tMRY72ix7b7A48D3qf0DtNv2Ik5EpN+nnzA6Z5xsS8T/vbIDGcXOId7DrCsgVgQfJV7/JWUHQqxBMQQcW3YgY8ws+ucz7icbUPsbUPbv/ymVOK4sOY6ijdXv3mzidZ1Tchz9ZgtqP1MrNThWWpFdSfycvLvsQNQ1hxGf8XFlB9JnjiHel+vLDgQ4kIjl42UHUjC/e+U7jriSPi9Hl9zmE/+u7Dd3E/EdXHYgFdcQ8fSylLf632nE9+L0bn8xTgDeWef5Y+nuH7ZOarxfTO0Sll44llh4NfmZXAd8CLiih3FIkiRJkiRpbJhJrBf4mhbarAV8CXhdNwKSVhTdTLwfAJzS4Jhu16xNXppfZn3ceiYC/01tFu1y4NfAV4ma8pIkSZIkSVKrVgd+R20dg1YcQFz9urjQiKQVyLjGh7Rlc+DHdfqvzj5/VZfGr1pGrS52qzPee2Fd4HIi6f4U8BXg+cQiESbdJUmSJEmS1I5pRG6pnaQ7xHp9sxoeJSlXNxLvM4ELyF8s9QJqq4S/sksxJFVnuqcT7+PpzWKpeXYnFm19PvA+YiXkE4B7SoxJkiRJkiRJo9+XgW06aL8ceLigWKQVUtFJ7/HEQqDPz3n+GuCNwIWVx6vT3cVVoZZwXwqsA3wO+Fvl8QLgIeDD9G4BVYiFW35HLJg3Dzgc+AXwWdo/EylJkqT+Nwm4E/h82YGsIGYTSYO3lhyHWnciMSnJBZEllW1T4CBiDcPjgUOADUqNqLE5wDs67ON2+rdsszQqFF3j/T+BfXKeu5soLbMIuAl4FFgD2Bv4c8FxJFV/SbwWOIeRs9zXI5Lxc4E3dTGOquOBUxOPt03c3xP4CPD7yu3VOX18njjBcXM3ApQkSVLXzCAmqWzb6EAVYjYx2WVuyXGoddsBGwOrAgtLjkXSimcm8B7gMCLxnjZErM/3HuDeHsbVrDcU0MfpBfQhrdCKnPG+O/DBnOceB/YFHqs8HgIurdzfq8AYslRnvL+NWBTiy8QvoK+kjnsjcESXY9mjMn4jLwOuAs5n5BUB+wMfImbvS5IkSZIkqTjHAfcBnyI76Q4wQCw+ehVxkrff7N5h+/sx8S51rKjE+wTg68QvnrQh4gzh3an91cVDdyYWfOiW5GUxbyLqqf+UqKd+VurYD3cxjvHAGWS/R3leC1xHlMY5hzhZcQFxNvXSOu0kSZIkSZLUvJlEGeCvVe43Yy3gS12LqH07d9B2EHgLUZ5ZUgeKSrz/B/CCnOc+C1ycsb+aeJ8E7FZQHFmqM97vAs5LPfed1OM5ROmZbtiFOAs6j5hZvxnwIuDsJtpuTtQQ2xNYRtSoHOxGkJIkSZIkSSuY1YHLgde00fYAosJCPxlqs90gURHiygJjkVZYRSTeZxGX32T5PbEoTpb7qdXB2qOAOPJUZ7zfmvHcHRn71uhSHC8BngReCvyAuALgeuDNRE2wZiwlrh74UzcClCRJkiRJWsFMIyaHbtdm+0lEbqyfPNtGm6eA1xFVIiQVoIjE+8nEgjdp/yZKuyyr0/aKym03E+/VGe9Zv3QmZ+x7oEtxrAOcC9yT8dx/E5fxPFGn/T3AKxg5a1+SJEmSJEnt+TKwTQftlwMPFxRLUf7d4vFXEQu//7ILsUgrrLx6468D3tlE+6nAi3P6uZXGv3jWJkrUDAHXEkn6QYoto7IjsDIwH7gt9dwshv9yfRL4S4FjJ61P1Md6qs4xE4j6YKsSZ0yXA4uJxWkfpf1LhcqyMvH+zyPq1Kt1WxHfiauARSXHUobZwCb0x3doXWAL4kqZf5Ycy1gykbgS6N/ATSXH0k+mEFdKAVxCvE9lGUecIO/m38gyjNXvXvW78zDZV/utqFaiVuv0t8TaO2UZq9+9frUqsD3wD6L0pOrbgahr3A//9pxLXI18JbCk5FjGkur/we8EHio5ln6yHlHi9XHgxpJjWYP4/t9LLPA5mkwFphOTHAeIiZBPEXmNfv3uTSPyWp14hshp9ZOdiH//LCY+lzwLiO/Zo70IqgC7EK/nCiJn1gvV7/Uk4t+QE4i85QJi8d0ZRJmi0ZazU/fMIfLA103IOeB24MwmOjqc7KT7n4nFKPJMIeqbr1l5PMDwhR8WEKVYbiJ+eS1sIpY8GxIJ4HsZ+ZpOSD3+LvDXDsZqx3rAy4kZ7X8nEhuDxA/yOsQf/7WJs471kvb9aEMi8X4XzX2fNNK7iMT7z+i/M+i98Goi8f4o5X+HdicS71cTf1RVjJWJBNQ8yv+M+8nq1BLvv6Czv4Odmkgk3h9hbH1GY/W7N4v47tzH2HpdnVqX2r81z6V2RWQZxup3r19tQSTebwV+UnIso8EGROL9Tsr/984JRALyPCIZqmK8hEh+Xgv8ruRY+skexP+9n6T83807EIn3G4ALSo6lGdOAvYnv1loZzw8RuZ2b6c/v3n50nni/gJgs0082Iz6bdxIT+uYQJ6OHgKepTU4dLQn3qq2JRPhNxM9IN0wmfg53Id63evX7q/+m/CH1K35oxXI4kXjvKI83QG0WdnJbQCSKs0wAPkzM8Em3y9sWEOVs6p2hq+cPlX7OSu3fjTg7Vh3nzDb779SJjHzNi1OPH6J2kmI02ZaI/3tlBzKKnUO8h5uWHUhJPkq8/n74R8zRRCzHlh3IGDOL/vmM+8kG1P4GlP37f0oljrG2wNJY/e7NJl7XOSXH0W+2oPYztVLJsYzV716/2p14v08pOY7R4kri/Xp32YEQJ56HiP+4qjiHEe/rcWUH0meOId6X68sOBDiQiOXjZQfShOOIkrnN5HaepD+/e5fQfH4qa7uPOKneb26i2GoS/eJu4n0/uAt9TwM+RpyYyPqslwA/JqqEvIY4iVR9Lm9is1ZMpxHfi9M7+WI8j+zFI75InDlLW5eYrbBLi+NMJ774hwCvBW5psX317FPykuJVgTOozdb/DfCOFvstyuoZ+5K15xcQZ2Af6U04kiRJkiRJuWYSkxdf00KbVboTSsd27KDtILFe34KCYlF5diWujMs62bucmNH+SeDBxP7LiInFk4ik/dNdjlGjUCeLq26esW8h8JWM/WsSlyq2mnRP2pSoNbhbi+2WVm4nVW5XJsq2VGcQnwocQHl1A7MWpq0aBF5P78vfSJIkSZIkpa1O5HdaSbonlbl2UZZ263IPAm9k7F0VuiJ6GXAp2Un3vxAnZ45keNIdorZ/tSTozK5Fp1Gtk8T7Jhn7zmHkGZ4B4KdEXaROTQcuIjvpn6c6431Vot7YFcSZrIXAocB7Kffymw3qPPdOYgEwSZIkSZKkMk0jZvlu10Ef/VZT/Jk22jxFlBv5acGxqPdWJ9b/mZza/yyRL9yJSL5nmV7ZIEouSSN0knjPquN+Zsa+Y6k/S/1ZaonvhTQ+2zidWGhyeoPjqqoz3rcEriEWSLi5cntuk310y7hKHFk+S9RGX4842TCtV0FJkiRJkiSlfBnYpoP2yyk/D5PW6uKHVxHr2f2yC7Go9z7OyEWBf08scHwq+QumTiHKaU8E5mG5IeXoJPG+WurxfOIXUNIE4CMZbZ8mEsvbEKVf/ljZ/wtgBvByIon/bM7YW9D8AknVGe9rEQuOnQbsDNzZZPtu2pzsEwhnU1tI5RPAvkRNfUmSJIiSeQcRV8cdT6yFU+8qOkmS1D9G49/xjel8bbzbqU2O7BfVnNG9DY67gVh3cFfg/m4GpJ6ZQSysXPUc8AFgD+CeOu02IEoM7VN5fE5XotOY0MniqlNSj39JnL1M2puRfzwuJ+pgJRcLvZb4Ym9PXOZzRWX7FPAtal/mpKOIhVzr/TAALErcP4X4IeoXL8vY9weidtQQsDVwdE8jkiRJ/Wom8B7gMGpr1SQNEf9+kiRJ/aeZv+O/Bi7sZVAt2L+APk4voI9umUvU8n4RMXFziFg48z7gT4ys763R7/XUqks8QJxYuaFBm9cB32H4ZOQzC49MY0YnifeB1OOsBSX2TD2+mpi9/Vxq/58rt3OAlagtTvAAsB9xecd7Um0mELPCj2wQ5xlEPfr/BU5qcGyvpRcjuQM4kHh/pgI/AMb3OihJktR3jgM+Q/2FmwaIqwYh/j0lSZL6Q7N/xw8gZlT3o606bH8//Z14X0ZtEqhWDK+q3N4MvIL66w+sCnwFeGtq/6+BW4oPTWNFJ4n3JanHV2cc84LE/UHgCEYm3aGWeB9H1Mr6U+K5IeLSqymMvKzpIODt1F8c9U/A7nWeL8sMYpZ/1SPESYYniKT7z+hswRJJkjT6zSRm0aRP1jeybfGhSJKkFrXzd7xecr5M6TrYrRgE3oJ1sNVfdiRylAdSP+n+WqJsdXqty+oCrFKuTmq8J39hDhGX36TNStz/DfD3nL7+SSxGAFFuJsvxwF9T+1YBdqkfZt86CphUuf8scabtPuLyrZvJLq8jSZJWHKsTJfpaTboDrEtnEywkSVJnOvk7Dv33d3xxm+0GiXLDWVUSpDKtCdxFfs3+jYgZ7eczMuk+ROT18vKcEtBZ4v2xxP0FZK/0m1w0I73walp11nte4n0x2fXZX9yg3340nlrpnOXAm4nXvyFRK3+zkuKSJEn9YRpwGe1f/TYOy81IklSWTv+OA9xZUCxFaVT7OstTRE3snxYci1SEx4hFg9dL7V+NWCPyb0RlirQngTfgoqpqQidnUB9K3H+6zjE7Ve43uqToJuLyjrl1jvktcCPD/3ilzzqNBkcRSXaAE4BfVO7PprOTIWVYnbjkbDrxfVoA/IP4A6vm+B72Dz+L7sl7b9U/8j6jdGm50Wa0fve+DGzTQfvlxIL1kqQVj/+mLV8Rf8f7LVl9FrHO3spNHn8VMcnw/m4FJHXoF8CxxEmyE4lqFPsRCyBPzzj+OeBbxPqR/+5RjBrl0gukVh0HfL5B23FELXKISyyezThmIrVyKkvJru9eNZ6o4w61xVWz/H/27jtssrI8/Pj33V12YXeBpXekKR0RlKKgSJGIWMCoiBoU0WhsRE1DEzWWmIjlZzQKSmyIDWygogiigqgIUhRQEBakdxAW2Pb+/rjPZOadnX76zPdzXXNNO+U+/ZznPOd+5ibDbVhOvQoFpoj5NsWq86R1HrR7hDj4VsEUcQI3h+43ClYQ07c69VtGRRh0HkKsF1Va/kVq7EPuZ+Z2n6VBl8WKJJbH6N2uhJoGnbezk/dRH18dR1NETSmIdGx55foc12VU9+lqPcca1Uri2KHQOk/vofv5VhEa23cV171x1Di/7nctorA6Mc/+AGxekViWENeb6m3Yc9qlzHxCfdLNAeaRzfrWeh43qqoex2cR86lXhcGVxPrVKStCFTX2Nb3KoepoDWI5jet0XUWzQuuopoj1eXaf7hr7zuV4PNJgGmXX13QreF/EzPzsncwnHjVqrKBPYtWaVVsB5ySfryAeMepmM+D85POzgeu6dPcM4LMt388iao3XxQeIR1LOIW5wtBam7k3cRe7kUOD6fEMbyCuIfPtrDdDt/cS69A3ghDyDqplh5uFjxIHgYODGPIOqqNcTjZX8HDg2h+EPsyweIu56/xvwlRxiGTfDzFuAi4Gj8wundjYBfpZ83hu4N4dxDLuMriQaFqq6cVj33gsclXIY7ycac1PYFjg7+bwr5RZ4r0OkGMzr2KaZGufXp9C/YpHisfk9idp8Xyo5lk8R58D7A7eXHEvVDXPs+wtRY7kKOeoZjQAAIABJREFUy7hKjiKOv78Djkg5rJcA70s5jCofx2cTx9IdiGPaNJEF4TZi/vVqpLKKGvu9XRivCoNnEmmMdyg7kIydC2wJvBn4QUbD3Dp5zSduSD5K3LC4LXlNYiVIpfNu4omf09IO6FxiJzsNHDhAN/v3Gd69SXe9Ljb3aBneNPA/Q8Rbtr2JDfZXdK7JdgAzp631VfbOchHxGE63+Hq9PttheJMozTzcroR4q+AEYvrP7tfhkNIsi9dlHMu4GXXeekE90xY0582GGQ971GV0d6eBVcg4rXtXM9r+qfG6gcEfA58UO9KcP2Xnvl+ffI5t6uwAYn6fWHIcdXEBMb/eXHYgNPfpZde8r7I057RvLCHeKnstMV9+k8GwPoLH8Tpp7PfKfBouD5cxnk9qX0csrxeXHYjUwyeJ9fSUtPnEP9Py+XlduvlXmneHTgHW7jG8y5L3XXt00/6IaF1aEF4d+ByR3+y5VPOxsW7Stsbe77GdSZB2Hs7LMJZJl3ZZ5JXyZhykmbcb4LwtQppltC7VXUbjtu49LkW/y4maj/3a1pEk1ZvntNW1QYp+PY5L0hhJW/B+Bs0Gyl5B5xpEvyAeY4N4zOVHdK+9d3XyvmOPcW7U9v3i/mFWwkeJ2J8N3FlyLMPIojX2cbtzPKws5uE6GcUy6bJYFp0aWVH6eTuL8muhjru0y2iKaq7/47jujZqLcznwUqLmliRpfGVxTlu1Y984GTVdicdxSRozaQvelxEt/0LUhHtrl+7eQzMlzF5EbvjDOnQ3SMH7Xi2f7wF+OVCk5Xol8CoiV9wfyg1laGlbY5+meq2xFy2LeXhZ3640iCyWxfczimXcZDFvrdmTryyW0YMZxZKlcVz3zunfySoeINrSmfRjriRNgiyOfVnlRtaqrhihH4/jkqSOZhG12qeJ9Cm9Cs3fThTWTxMtAm/c9v9ByX9LiVbFO7mMZu6z/xw56uLMJ+bL3cSd616vK+me5+2Stm5PLiD2TXvEM+jrygLirLLdcR6mkWWO9+1wWeTF9Tx7Wed4H9dlNK7T9XjiJseg03Ah0aC9ujPH++Q6gJjf5ngfjDneq28bxvPYV7Ysc7xvgsfxOjHHe72Y41118H853rsVbg9jJXAsUYt9DeBbRCOiD3To9kQi1cxHkv/bW7u+JnlfjSgku6bt/+fQvLP/EPCxlLEX4RHixsSBwNNSDGcdZl4obkI89j+dYpj97JPBME7JYBh19voMhjHp8zArz81gGC6LzlzPq29cl9G4Tte1wKHAl4Bte3R3KfA+moVTkqTx95wMhlHFY984uQ2P45IkutcqH9Y1wHHAl4HtiRo8h9L5kfQrgIO7DOcWIq/pAqK2V2vB+1rAJ1q+/xtxQKu6aeAQomZCvzuoTwM+3eW/5wG/yzCuQWydsv/FeFL39JT9L8Z5mJXdUva/GJdFN67n1Teuy2hcpwvgIuAJRIPz2xM34KeJc6vbgd+zagUGSdL42yVl/4up7rFvnHgclyRlVvAOcBpxN/ffiZrSFwMvYvj8ZouBnYmC6obZwOdoPn71XepR271hJfE4TD979/hvE4oveF+Uol9bYw+PS9Gv8zBb7Q0zD8Nl0ZvrefWN6zIa1+lqWAlcnrwkSQLPaevE47gkTbi0jau2ey9R8A5xd/dXwJuI1DGDWpy8Nx7JWhv4BnBk8v3nREvf4/go1qE9/juwsCialo7Yn62xNz08Yn/Ow+w9OmJ/Lov+XM+rb1yX0bhOlyRJ3XhOK0lSTWRd8A7wLuBVxAnB6sDHiVylxzFYY1aLk/edgdcRtbyPSH77NvBsYEl24VbGbjSns5PjgHULiqVhkFr67WyNfaZzRujHeZiPS0box2UxGNfz6hvXZTSu0yVJUjeXjtCPxz5JksbMTkSN99bWuh8jLpL/GXg5kfv8acBBwAuAvwPOZdVWvv8CHE80JjqOdiJuOPRr7fwC0j1aOKz1sTX2tB6P8zCNE4j5cnYGw9oMl0VeXM+ztwXN+bVhBsMb12U0rtOl7O1Icz0YpCJIntYnu2Ob+juAmN8nlhxHXVxAzK83lx0IzQYnNy87kIrZFI99eXgtMb9+U3YgKlxjv9evTb66uYx40mXcXEcsrxeXHYjUwyeJ9fSUbjne1ycO6Gm9lihcP5a44JlLNKzarXHVdncT+dy/AtxJNEwyTv6GyIe/N4Pl238acD3RUMuPKOaC7Q3A+4lCoG6uBk4GfkI0gpu2Ectx4zwc3cbJ+0KymScui/w4b7O1ccvnHdu+j2pcl9G4Tpey1dp20C7AI2UFQrMNnTVxXSxCY9lvgPN7EI0bU5tQ/vxaK3nfkeKf/K06j33Za9zgWQPn1aRp7Pd2JSqLjovVicqr47Y+z03eN2f8pk3jY73kfUG3GuSvo5mrPStziA1kLtFYanuam2mi8ZGVNHPCj3sr340dYaM2QmP6G99J/p8i5teslu8rGD0H+yjmEculsdxWtsSwosA46sx5OLw5yet6srkZ2OCyyI/zNhtTxLwEuA1YJ8Nhj+syGtfpUjZat6n7iIKVsswiTsaXEukflK/ViJsdjwAPlRxLHcwl1tHfEgXeZVqL2G7vIfbpWpXHvuzMJublrXijZ9IsIpb93YxXW4LrENfS41auNo84r7sc2L7kWKRuViOOK6U+4boacUBbl5mNr7Y+Crx2CXFJkiRJeTHVTLEOwFQzdWWqGUlFMNWMpNwMkt4kL8uAezv8fl/L50VYE0iSJEmSJEmSVCPt6V6qYEnL5zVLi0KSlIeTqOaxZxJ9uuwAJEmSJEkaV1Us/GhtzKLM/JuSpOxdRTzx5CP/5Xkq8XTZPmUHIkmSJEnSuMqj4P1ZRD6+O4lC9D8A/8rg+bJaG85ZrWtXkqQ6+n/AJsDLiAaMnlxuOBNlPeBC4OfEcXn3csORJEmSJGl8ZZnjfQ7wWeCYtt+fAPw7cCjwV8BDfYYzt+WzDUFI0vi5kyh8/wjwPWJffwLwhTKDGmP7Af8B7AwsJlpXl5S/LYHticZU5wJ3Ab8lnvpRtrrN69vKDEoDcdlJkiQN4NNES9C9Xl8cYDjrt3S/ay6RSpKq4nHAOUT7Ho8CHwI2KjWi8XEccCPwMHATcQNcUr4WAe8CrqXzufBK4IfJ57NLinFcDDKvzwRemnw3xVl1DLrszkm+b15OmJImxAXEvmbQLA1lmUXsP7cGngQcCBwJHAu8DXgv8N/AqcBZRKXXlR2HJKl2diM26H4F7yuBx/cZ1tYt3W+bU7ySpGrZCjidKIC/HbgC+AdguxJjqpuFRAqfHxA1Bh8iCjX+qsygpAnyRqL9hH7nw43XT8sJcywMM6/vxYL3Khlm2T2KBe+S8ldUwfsUsADYjHgSdT/gcOAVwJuIVJAfAf4X+CbwE+IJoBuA+xmszK3TS1KJsko18zxiJ9LPFHAQURDQzRYtn+9ME5QkqTYWA39NPHL+NuDvgHcTJ6B3AacBZwCXlRNeZW0LPAN4FbAnzZPrnxMn7j8qKS5pkiwCPg88f8j+ts8+lLE3yrxeJ59QNKRRlt28fEKRpJGtRuzP1kneWz93+q39s+0YShMmq4L3TYfodsM+/zdqud8H/GW0cCRJNXUT8JbkdTRRAP9Eovb73wJrEYXvZxOFy78AHikl0nI8CXgqUYt9H+LkfS6RJ/9O4GSiYOPWkuKTJs16RDqMJ43Q7wbENmzO98GkmdeQbdtWGk7aZWcBvKQ8rZ28v5l4grRXYfr8MgKUVF9ZnYDeP0S3d/T5/8Dk/eoRY5EkjYfTktdGwN8QT1ftDuwCPAV4kLgYvxB4ALgSuA74E3A99X1qaj5xE3obItXOjsQjqfsTj92vSTxBtgR4jMjj+DngkjKClSbYfOBc4ubgKGYRj5wPcx49qdLOa7CWYVmyWHZrZhSLJHWyZfL+n6VGkQ9zvEtj4o0MlltqGdGQXjdziYKSaeCEHOOVJNXTukRKmlOJG7n30cwBuzT57RbgHiKv72+ALxGNuL0C2JdqNN66gGgf5Qjg7cD/EHkcbyZuKNwK3EY8+dVoI+U+onb/ecAbME2FVLZPM1qu1cZrBTC78KjrKe28XkmzYEXFymLZedNEUp4eIN1+qsqv5RnOJ0kjGCQv+yB2Ay4foLv/oHeB+nHAZ5LPOwNXpYxLkjTenkCkXHkO8GQi9dkjwBo0G0iaJk6oHyWOe/OIwq5LiEdLH0xe9yXdPQQ8nLweImqWt/72cDKstYnHUecn762fG+9rEo+lrp285gGbJP8/TBS8zU26m5vEu4IocJ+djOdKIrXORUTjT5KK8znghR1+b9RWT2MlsR9otQTYOOVw6+zXwA5tv00R+9M0Os1rgIuJ9qeUzgHAdzv8ntd2AnAs0Si7JKX1AJHOchytwFRrUqmy2gCvIBrG26rL/9PAx4F39hjGQuAdyefvYKG7JKm/PyavLybf5xI5ZPcgUrNsTqSnmZ38N4coBJhNFBS0W0EU3D+afG41RRQizCJq189hZo2S1u7mEYX/c+ntMZo1Xm8Cfkfkrf8Nkcu+X3o2SflanfzSXMzqMOysKsXU1Xzymd+d5nVjfEpvDsVuJ41xSlIWHqX6Be9LiEpC9yev+9ree32WVKIsT+5fQzTqBrHj+jxRuHETURvhsj79nwS8lijo2JPBatBLkjSI9Yibw9sQ+dN3Ik6wn0CzhvrqRIH5SjoXprcWvE8Rx6vplu47dbucOCY2as3fS6RUa+Sjv4HIR//nTKdWUlZ2Ajbs8PsXSJe65Hbg1cS+odUKouHoSfUUVq0hfQzwyhTD7DavIZ52ujTFsBXWoXMO97y2E4hKWnVty0VStVwAPC3ncSynd2F5rwL0B4hKP5JqKMuC99nE46F7JN+/AxzJYI05/BPwweTzCURKGkmSytCocbmwx/tKorb6Q0RamG7v00gaR0uIp1pGsRx4JqaOGtTHgTeN2K/zulxuJ5LqYNCC9wfoX8O82/9L8LpAUga2JB6Lb9QU/AmRb7ebhcAnW7r/Dj5iK0mSpGq7i9EaOVtGNBCtwX0I53VduZ1IqoPjgfcCbyPajzgSOJBIX7k1sAgbQ5dUIbsBN9I8cXqYSDvzQqLhuycSjeB9lHh8sNHdGfTPhStJkiSV7TSGL0y8H3heGcHW3LE4r+vK7USSJCkHGwHfZLCTq4eBf8E7iJIkSaqHxxP5wQctTLyQaGdCw9sQ53VduZ1IkiTlaB/gs8CtrHpidTXw76RrcEeSJEkqw75EI8m9ChIvAY7AVIppOa/ry2UnSZImVpEnN2sQjdKtIBqlWF7guCVJkqSszQEOJ3LBbkE0vHwHUcHkB0SBo7LhvK4vl50kSZIkSZIkSZIkSZIkSZIkSZIkSZIkSZIkSZIkSZIkSZIkSZIkSZIkSZIkSZIkSZIkSZIkSZIkSZIkSZIkSZIkSZIkSZIkSZIkSZIkSZIkSZIkSZIkSZIkSZIkSZIkSZIkSZIkSZIkSZIkSZIkSZIkSZIkSZIkSZIkSZIkSZIkSZIkSZIkSZIkSZIkSZIkSZIkSZIkSZIkSZIkSZIkSZIkSZIkSZIkSZIkSZIkSZIkSZIkSZIkSZIkSZIkSZIkSZIkSZIkSZIkSZIkSZIkSZIkSZIkSZIkSZIkSZIkSZIkSZIkSZIkSZIkSZIkSZIkSZIkSZIkSZIkSZIkSZIkSZIkSZIkSZIkSZIkSZIkSZIkSZIkSZIkSZIkSZIkSZIkSZIkSZIkSZIkSZIkSZIkSZIkSZIkSZIkSZIkSZIkSZIkSZIkSZIkSZIkSZIkSZIkSZIkSZIkSZIkSZIkSZIkSZIkSZIkSZIkSZIkSZIkSZIkSZIkSZIkSZIkSZIkSZIkSZIkSZIkSZIkSZIkSZIkSZIkSZIkSZIkSZIkSZIkSZIkSZIkSZIkSZIkSZIkSZIkSZIkSZIkSZIkSZIkSZIkSZIkSZIkSZIkSZIkSZIkSZIkSZIkSZIkSZIkSZIkSZIkSZIkSZIkSZIkSZIkSZIkSZIkSZIkSZIkSZIkSZIkSZIkSZIkSZIkSZIkSZIkSZIkSZIkSZIkSZIkSZIkSZIkSZIkSZIkSZIkSZIkSZIkSZIkSZIkSZIkSZIkSZIkSZIkSZIkSZIkSZIkSZIkSZIkSZIkSZIkSZIkSZIkSZIkSZIkSZIkSZIkSZIkSZIkSZIkSZIkSZIkSZIkSZIkSZIkSZIkSZIkSZIkSZIkSZIkSZIkSZIkSZIkSZIkSZIkSZIkSZIkSZIkSZIkSZIkSZIkSZIkSZIkSZIkSZIkSZIkSZIkSZIkSZIkSZIkSZIkSZIkSZIkSZIkSZIkSZIkSZIkSZIkSZIkSZIkSZIkSZIkSZIkSZIkSZIkSZIkSZIkSZIkSZIkSZIkSZIkSZIkSZIkSZIkSZIkSZIkSZIkSZIkSZIkSZIkSZIkSZIkSZIkSZIkSZIkSZIkSZIkSZIkSZIkSZIkSZIkSZIkSZIkSZIkSZIkSZIkSZIkSZIkSZIkSZIkSZIkSZIkSZIkSZIkSZIkSZIkSZIkSZIkSZIkSZIkSZIkSZIkSZIkSZIkSZIkSZIkSZIkSZIkSZIkSZIkSZIkSZIkSZIkSZIkSZIkSZIkSZIkSZIkSZIkSZIkSZIkSZIkSZIkSZIkSZIkSZIkSZIkSZIkSZIkSZIkSZIkSZIkSZIkSZIkSZIkSZIkSZIkSZIkSZIkSZIkSZIkSZIkSZIkSZIkSZIkSZIkSZIkSZIkSZIkSZIkSZIkSZIkSZIkSZIkSZIkSZIkSZIkSZIkSZIkSZIkSZIkSZIkSZIkSZIkSZIkSZIkSZIkSZIkSZIkSZIkSZIkSZIkSZIkSZIkSZIkSZIkSZIkSZIkSZIkSZIkSZIkSZIkSZIkSZIkSZIkSZIkSZIkSZIkSZIkSZIkSZIkSZIkSZIkSZIkSZIkSZIkSZIkSZIkSZIkSSrVVNv3vYBjgU2Ah4BvA98oOihJkiRJkiRJkupuLvBDYJoocP8OsCT5fiWwoLzQJEmSJEmSJEmqn38hCtkvAGYlv80D/pj8fkpJcUmSJEmSJEmSVDuzgcuIAvbXtP330uT3M4sOSpIkSZIkSZKkOpqVvGYn3w9r+3/TYsORJEmSpLGwG/BO4PvAn4D7gUeAu4DfAl8CjgHWKStASZIk5WsK+AFRs30aeHfy+/rAvclvby8lMkmSJEmqjyngBcBFNK+v+r2WACcDWxUfriRJkvK2H7Cc5snfBcDtmN9dkiRJkgaxC8MVuLe/lgLvJ9rakiRJ0hh5PjML36eBL5QakSRJkiRV38uJNDKjFrq3vi4Btig2fEmSJOVpFvB7Zp70rQBeX2ZQkiRJklRhxwEryabQvfFaDGxZ4DRIkiQpJ6sBvyRO8r4K/IaZJ36vKi80SZIkSaqkZ7HqU8Otr5XAtcDZwJeBzwFfB34B3NOjv2ngCmBBcZMiSZKkrE0B3yBO7r7X8tvHaJ703Q6sXkp0kiRJklQ92wH3smqB+QrgTOAoYN0e/U8BOwPvAK7rMJxp4PSkO0mSJNXQasAfiRO749r++2zy+2PESaEkSZIkTbq5wGWsWlB+BvCEEYY3iyiov6HDMI/PIF5JkiSVYEPgL0TNjMPa/tsMWAIsA3YrOC5JkiRJqqL3MrNw/C7geRkMdz7wqbZhL2G0wnxJkiSVbDZwDXFSd1Lbf9sQtd0fATYtOC5JkiRJqprdiIpJjYLx3wNbZTyOY9rGcWHGw5ckSVLO5hA13T8DnAi8Gvgt8GlgEXAK8RjlucCtJcWozrYG9gF2BDYH1iTSBj0K3A0sJh5//SXwUDkhSpXktiNJktI4kbiOgkgNczBwW8bj+ALRMOsXiBzvTwVeRLTNJUmSVGWWu3TwD8ByVs0p+EVsWLUqpoAXABfRufGlTq8lwMlkXwtHqhO3HUmSlIWDaZ4r3AZsm/P4jm8Z37U0C/wlSZKqxHKXAcwD9iNyvR8ErFduOGqxC8OtvO2vpcD7iWUsTRK3HUmSlJUf0TxHOLigcX69ZZwvKmickiRJg7LcRbX2ciLP/qgrcOvrEmCLYsOXSuO2I0mSsrItkf5lGvjskP0uAI4AjgP2GrLfDYnHsqeBHw/ZryRJUp4sd1GtHUfzBD+r12JgywKnQSqD244kScrSe4jzgXuBtYfob28iLU3rOcU3Ga5W16uT/lbiuYgkSaoGy136mCo7APX0LOD7wOwu/08Df0pe9xCPZiwgGi7YHli3x7CvBPYFHs4qWKlC3HYkSVLWLgd2A/4T+OcB+1kAXAds3OG/DwNvH3A4c4GbgI2ANwGfGLA/SZKkPFjuolrbjqhN037nZwVwJnAUvVfSKWBn4B3EyX6nu0in480XjR+3HUmSlLWtiHOAZcQF46CeT/caXXcMGcO7kv7OGbI/SZKkLFnuolqbC1zGqivdGcATRhjeLGKlv6HDMI/PIF6pKtx2JElSHt5MHP9/NGR/r6J7wfuyIYe1TdLfUmD1IfuVJEnKguUuqr33MnNFuwt4XgbDnQ98qm3YSxhtw5CqyG1HkiTl4Szi+H/CkP3tQfeC99+MEMeNSb+7j9CvJElSWpa7qNZ2I2q/NFay3xOPtmbpmLZxXJjx8KUyuO1IkqS83EEc+586Qr/foPOj2IeOMKwvJv2/YIR+JUmS0rDcRbX3I5or1/XAJjmN5xXMbHn4RTmNRyqK244kScrLOcB5dG9ArJe5wHuAPxC1wn4CHDhiHPsSuVD3G7F/SZKkUVnuUkMLgQ3KDqIiDqa5Ut0GbJvz+I5vGd+1wJycxyflxW1HkiRJkiQpH5a71NCBRK2Ph4GdSo6lClrvHB1c0Di/jneQVH9uO5IkSZIkSfmw3KVm2nP2/B5Yo9SIyrUtzccoPjtkvwuAI4DjgL2G7HdD4O5kvD8esl+pCtx2JEmSJEmS8mG5S80cRTQo1N7I0AfKDKpk7yHmwb3A2kP0tzfxiEfrfPwmMG+IYbw66W8lsOUQ/UlV4LYjSZIkSZKUD8tdauQpwGOsWug+nfy+Q3mhlepyYh58cIh+FrDqCtx4nTjEcOYCtyf9vXGI/qQqcNuRJEmSJEnKh+UuNbE20eptp5neeH2rtOiaNgDeDfw3sF8B49uMmPZlwOZD9Pd8us/HO4aM4V1Jf+cM2Z9UJrcdSZIkSZKkfGyF5S618VF6F7o3Hh3YvawAE8+hGc83Chjfy5Nx/WjI/l5F9/m4bMhhbZP0txRYa8h+pbK47UiSJEmSJOXjzVSr3KVW7YPOKnBcjwfeMEB3U8AJOcfSz/KWz8OuDKN4avJ+/pD9XT7if51cD9wErAYcOGS/UlmelryfP2R/bjuSJEmSJEm9PSt5P3/I/vIqd9l1yH5LVWTB+wnEDOrl/uT9CGDTfMPpaWmXz3lprDTnD9nfpcDpHX5fCbxjhDh+mrw/ZYR+pTK47UiSJEmSJOWjUc5x/pD95VXust0I/Y69TeneoGrjUYETgUU0E++/u4xAE/vRjO3kAsb3ZeBXwOwR+p1LNG5wKzGPf03zbtSw9iPyLL1+xP6lop2G244kSZIkSVIefkG1yl0OHbH/sfY2uhe630Iz1QrAqcnvNxQcY6u9acb3yRLjkCRJkiRJkiTVTFGpZo7o8vsfgD2JuycNFyfvWwH75hhTL6153YtINSNJkiRJkiRJGhNFFLyvDuzT4ffFREOEt7f9fmXL55fkFFM/Red41+RYAKxfdhCSJEkVtDqwcdlBlGghsF7ZQUiSJKk+nkznnO7dGiHctqW7a4oIsIMdWmJ4X0kxaDz9ALiz7CAkSZIq6HPAEmDNsgMpyTlEDlRJkiSNgSJqvG/f4bf30Uwp0+7etn43yzyi/qzxrrxskLwkSZI00wbAGsQTgpNoA2DDsoOQJElSNoooeF+n7futwId6dL+k7ft+2YYzEHO8S5IkSZIkSZJGUkTBe/ujov8JPNKj+zXavu+cbTgDWdblsyRJqpeiGpKXJEmSJOn/zClgHFMtn5cCp/bpfq227ztmG85ArPEuSdJ4OAw4Dfhz8rq55XPr94fKClCSJEmSNH6KKHhf2fL5HGbmcO9kq7bvG2UazWDM8S5J0vhYE9gpeXVzP70L5v9M7yf2pKo5g8gXvn/ZgUiSJEmTqIiC99ba4xcO0P0ubd/XzjCWQVnjXZKk8TDVvxMAFiWvXXt0cw+9C+dvBh4bOVIpWzsDG5cdhCRJkjSpiih4f7Tl86UDdL932/ciYmy3vOWzOd4lSaqvXgXpw1ovee3eo5s7WbVg/kvAbRnGIUmSJEmquCIKtR9u+XxHn25nAc9u++2BbMMZyHJgmqglZ413SZLqa17B49swee3R8tuvseBdkiRJkibKrALG8WDL5/v7dPt0YIO23+7LNpyBNWq6txe8zwYWFhyLJEmSJEmSJKkmutV43xs4JKNxbNXy+Xjg7h7dHtXht7WBd2YUyyheCOwL7APsCKxP1IR/EPgVcAEzG5CtqjWJ+Xs+cG25oZTmQWCtkmPYJHkvc50e1pOItAqnUnzqpSoss3H2F2LfoGpy/c/GU8sOAHgNsF+K/h8GFmQUy6gOIyofnFlyHHXxEOVX1FiPeOKjTucc2yXvxxPzsEhVOCZuRFxn1GmZFWkpMLfkGOYDRxNtl11dcix1sAxYrewgNNbmAC8HrgQuKTmWYfw1Ucn03BLGvZJiKuF2M4tYZn8gytRUvgcop33NSXB5t4L3tZhZYJ5Ga6HB1nS/CFlIFGy3W55hLMOYTt73IuJuP2FYi7g5sQ1RmF11mwJbEgWok5a3/kjiJPlMykld1KpxsbBVmUEM6YnEer4jM59gydPziG3se5T31Ms4eyGwBvBdilumGtw+ROHTFclL6TSO55cB1xMF2AuT99bXQqJgOQ/bAo+M0N/RxMXJ6cxsM6cMTyQKBK8sOY6qewlxzvgtZqZbLMNqxPqzVclxDGN+8r4Fo20zo6jSMXEusZ1tVXIcVbMF8Axim/pinB+uAAAgAElEQVRWybFsCDwuiaWodbSONgEOIhoc/0bJsSh769FMEXxqmYEQ52/bEudw95QcyzB2Icom/lTQ+BYBhyefy15mqwOPT977paNWvp5LFLifTe9K0oqbRdB5XjWOeZ1ckFtELeYBK4gL3xf16O5LSTftr61yjq+b21tiWAZ8mLgr+VFWjfGV5YQ4lIOJWD9YdiAluImY9iPKDgT4Dc1CoLo4lYh5u34dZuiaZJxHFzjOSXILMX+fW3Yg6ugkYvmcVHYgY+JwYn72q0E6BaxLFDAfDrweeD/wReAnwHVE4Xenc5V+r+NHjP2xpP99R+w/SzcT50bq7T5imXU7+S7SNfRP81g1ZxHzb+MCx3lrMs7D+3VYgMuISkea6fnEMvpz2YEQN8engU+UHUjFHULMpzoVhGpwexHLtwr7q62IWE4vOY5hPUrs84uyC83z0qLbP2q3fhLHWSXHoahQMw0cU3YgNbCMmFd7d/ivcczr9DqliMZVHwMWEzVmt+/SzR7Ayzr8fmnS76gWERe76wFfY7g7Da21wo+meaf+dGJH8fKW//8Z+PzIUUqSpLJNA/cmr8u7dDNFnANs0fLavO37ZvhYvSRJkiRNvCIK3iEuYLch7rK1mw2cTFzMtvtqyvHuBLwr+bwxwxW8NxpVvZZVH487mZkF79sTF9q3jBCjJEmqh2ngruR1aZduZhGpCLYgatk/D2uKS5IkSdLEKapBhUaDCft0+O8twJ4dfv8L8JmU42199GnYvOaN7n/X4b9rOvy2wZDDlyRJ42clUdB+Mc3GzC14lyRJkqQJU1TB+y+T98cxM2fjbsAHuvTzKdLnpWwteF/atavOGt0v6fBfp5xYNw45fEmSJEmSJEnSGCqy4P3R5PMzkvc1gK/QuRD7droXyA8jTcF7rxryT2z7fgHRmJYkTbqv0UzxJUmSqs9jtyRJ5Toe+COwVtmBKFtFFbw/BlyUfH5W8v4ZIgd7J8cDD2Qw3jSpZnoV1L+27fv7hxy2JI2rbYF3A8eWHIckSRqMx25Jksr1FuDxRFtRGiNFFbwD/Dh5fxbw98DLunR3JlHrIgt51HjfH3huy/cvAGcPOWxJGldHAncCn6b5hJMkSaouj92SJEk5KLLg/QfJ++bAiV26uQs4LsNxZpHjfXbLb+sA/wtMJd9/CPztaKFJ0li6CXgB0cDkGcB25YYjSZL68NgtSZKUgyIL3n8L3NZnvMcRtS2ykibVTKP7ucn7msB3aZ6IfhQ4nEijI0lqugg4AVgPOAtYVG44kiSpD4/dkiSVb9OyA1C2iix435Dehd8fJQq2s5RFjfd1gI2AnwD7AQ8DRwFvbRu+JKnpv4mbrdsD3wDmlBuOJEnqw2O3JEnl2rvsAJStogre1yAK1bfs8v8vgH/MYbxZ5HjfCfglsCdwefKeVQ56SRpXy4h0XAAHExfzkiSpujx2S5JUrmeVHUBJphjTG/5TXX5/AdnlWp8iCqs36vL/o8CFyXvWVqO50l4NXD9Ev09i5iMeNwJXEbkP62h94s7Zn4BrSo6laAcSN39+xPAph7K2H7A28L2S4xjG7sBmwPnEEx9FOABYAJxLPvuGSXcQsDpxcZ3nkztPIFpmb7gKuCHH8Y2LXYkb1c6vbGwIPAX4A3BdwePeEdiGuIF/zwj9P5uoJFGFY8ZBxDndj8sOpOKeRZx/fh+YLjmWA4B5NAtS6+ApxDb7Y4pL53gwMZ/OBlYUNM5u9ifSW36/xBiqeOzeCHgysIR4CrlMi4CnEdeGvys5liprXHsuBc4pORZlr7EdTFPu/griOv9A4HbgkpJjGcazgYeAnxc0vjWBpyefz6J7WWAR5gKHEGmmLy4xjqp5JjCfKHM8j2LOg55OrBvnAY8UML5ediPOAc+l/HPoTg4jtpsLgfvb/msc8zr5Vbe7CdcB384mNl5G90L3ZcCHgcUZjavdGjQL3i8jVqZBrU2z4P2HwOkZxlWGHYkV4VqyW7Z1sS+xLlwF/L7kWHYh1q06LYP1iYL3c8i2DYZe9iQK3q8htl1l62lEwfvviZuSeXkJMy/edyAKU67McZzjYE2i4P126rWvqKrdiMK8qym+AHs1ouD9AqLgf1iHEgXvvwFuzjCuUTwticV1srdnEsv9CqKyQ5n2pH7LbAviouts4IGCxrkfUfB+FfkeEwexG7CQcpdZFY/duxMF749R/vq8DbE/vL4CsVTZTsS15zKcT+Noa5oF72Uv3/WIgvdbKxDLMA4ljnNFxbwZzYL3Mym3QulCouDda52Z9iYK3mcRheBZp+LuZHfi2vOPlH/jahviPPD7VLMtzWcTBe8/ZdUKCY1jXiejVL4ayt8TO+Nur7/JefzzW8b1t0P2ewhwE/ApYHbGcZXhYGI+fLDsQEpwEzHtR5QdCFF4UsW7d72cSsS8Xb8OM3RNMs6jCxznJLmFmL/PzXk8F7Pqfv9B4gaUujuJmFcnlR3ImDicmJ/vLGHcJybjPmDE/h9L+t83q4BSuJm4QFJv9xHL7KCyAyGOpe01cqruLGL+bVzgOG9Nxnl4gePs5jLKb0Oqisfu5ydx/LnEGBr2IWL5RNmBVNwhxHzKvcBBpdiLWL5l768AtiJiqVtFyUcptoLZLjT36fMKHG8n6ydxnFVyHFVzA81ldDvFLKcrk/EdU8C4+vkxEcvCsgPpYhkRX6cC9sYxr9PrlDxzvB9OXHD2knfajzQ53s8hahy+nvIfO5WkunkaUTut3ZrE3fv5xYYjSZL68NgtSVL5NgJeVXYQykZeBe87AF/uMfxGIXjetS1bC8zLzu0tSZNiLeCUHv9vTf77f0mSNDiP3ZIkVce7qW7tbw0hj4L3RcB3iJO3Tr4DvC/5/KycYmhYQTOtx7A13iVJw1sD+DqwfZ/uys5XLUmSgsduSZKqZSPgn8oOQullXeg9G/gK8IQu//8SeCnNXE7r0flxxiw1arq3F7zPxrtHkpSlTYDzicaCevka0Rq4JEkql8fuybABsHrZQZRoE2BO2UFI0pDeTrFt7SkHWR983g/8VZf/riMeT3yEaETiLuIE4FDg1xnH0WopMJcogN8EeDPwAqJGxxTRyOAngA9hLve8bQfsSjSYNQ+4DfgF1WgoSZNtCtiWWD/XB9Ymbsw9CFwK/IxyW36vg72IVuk36dPdd6hG4y3dTOJ+ahKnWePD9Vca3bgcu9XbfKLRvm8Bryg5ljJsCVwP/BdwQsmxSFI3f+nw2+rAp4jGO1VTWRa8HwD8Y5f/7gWeDdydfJ8mWqx9KXAw8N4M42jXqPF+JPBVVq3lvhnwH8BuwNE5xjGpFgFvAV5O5zt108D3km6uLzAuaQFxE+5oYH+i4bBurgSegwU53TwV+CH9nyL6f8DbqN5NzkncT03iNGt8uP5K6dX92K3BzSfOezcoO5CSrEs87b5h2YFIUg9XEJVJvg68uOX3g4GXEe1oqoaySjUzh6g1PtXhv2niwui6tt/PTd73IU4G8tJIMXMscbfoI8CLgI+1dfdS4JU5xjGJ3kjUrng33R+PmQIOJ2qnbVVIVJp084F3ELUiTwUOY2ah+1LgNOCviYL5XxMHwF4Njk2yBcA36H3hvhQ4Djie6l24T+J+ahKnWePD9VdKr+7HbkmSxtW/EsfoVh8B1ikhFmUgq4L3vwN27vLfB4AfdPi9UfA+l6htmpdlLZ+PJmpsnA78PVHo1uqfc4xjkiwiHlv97+TzIDYCPpxbRFLYD/gD0cBzew33lcDniYKclwFnEI9WH0Q0JnYQcaGqmfYHNu3Tzaup3o2LSdxPTeI0a3y4/krZqeuxW5KkcbeSqLz845bfNgQ+WE44SiuLgvf1iVpHnfwUeFeX/xbTfPz3mRnE0U2jxvu1rHrX6OS279sTqWc0uvWA84Dnj9Dv4cSNGCkPzyAOXpt3+O8SIs/pq1g1ncxDyf+zGLywZ5JczcwbnO0+zao3OcuWdj9Vx8bJJnGaNT7Srr/zsg1Hqr06HrslSZoUS4EXApe3/PYaYO9ywlEaWRS8v4/OjzzcQ9Qw7/Vo4k+S9zwL3hsnlb/r8N81HX6b1Nx3WZhPPMnwpBH7n0s0aillbT3ga6xa+LIEeCtxALukS78Lk/+ngfvzCrDGbgT+qct/jwLvLDCWQWSxn1o/u3AKMYnTrPGRxfq7bnbhSGOhbsduSZImzYNEWtybk+9TwInlhaNRpS1434Z4DLGTvwNu7dN/o+B9T2BHIg9n1gWvjRrvSzr816kG1I0Zj3+SfAR4Yor+VwL3ZRSL1OqdRMqBVj8lGlX+KN1vEK5OPCmzMfBH4OG8Aqy5j9L5cfSfEjdhqySL/dQdGcVSlEmcZo2PLNbfuzOKRRondTp2SwqrE0/pdmpbT9L4uRU4kmaF4v2AI8oLR6PotsN+PfDeAfpfQOfHz5cCf+kz3rlEwfdqHf6fJlasZcBjyfdRrU00/voYkTKi1Vxm5nleDjyQYlxVthqwFvAInW9CpDWH9DdNVpBPjeJ1iJtMV9I/n2UWZievxo2tlcS6tZLm+linC5qFxLZ6P8U1rrWImIdZLLMpYh1o3d8tIbaFXmYR+4c5yfdHGZ+C97y2ibWYuU+v2jybTfp0QXntp1o1jq03A2ukHFZdpjmtXvvdxrF+kO0+a/OJZfggvdM6dLNe8v47YJOsghpR4+nGIm+QV/ncopt1ieNNUeccvSwitol7S46jXa/tdU1im70v+V6ExjHxCopJOVm188SqH7uhuR+vwrVaY79UxfnUzRSxb1pGHI+K0Lj2rELFqsYy61QeUDdrEOcWDxDbQ1laj89lX9fOIvbj/cqgqmZd4hylqH1a6zXBHTSvccvQ2CfVbZnlrVe5S2Pbh2zPbRvlLlW41micj9xLujLgvDSuyzrtfxvHvE6u6lbwvh79Z/oUUSOiPc3MEuA5dK5dNBt4JZFHedALqSVEjsGTiYPlsL5M1Gr9Hqs2nvpxZqa5eT1wwQjjqIN9gM8A/0vUcMnau4C/TjmM/wK+lEEs7c4haiy/hcgRm4c1iQYwDge27PD/NPAz4oJuO2DXnOLIwweJbfo5wE0FjfNM4gmYf6Rz48zDOAp4R/L5VuB4IrdpL4cQ63TrfupIoq2IcXAu0UDLG4j1MiuLgK/QzKP/LeDfMhx+Wq8g1qk08tpPtWrsT7/OYDfBe3kj8Lcph1HENI9i0P3uT4i2aD4BnFRUcIm3A8cAxwIXj9D/pcSJ3MuIQsEynUucxx1Q4DirfG7RzS+IdfPVwK8LHG8nZxJpovYtOQ4YfHtdg6jN+UyKe1LhPCLV5N8BP89pHINO/xbE+U+apzyGVfVjN8T68HGisOjgkmPZjbi+/ArwgZJjGdQ6xPp1IfC6gsa5L3H9/gBRQ7NMOxBPsH6T7u3P1cWbgNcSuZ5/WWIcuwKnETdWitxfdbIp8EPimv+tJccyjEuAG0h/njOo7Yj9O8AejFYhJCuNfdLPiOtRhV7lLrOB04nlCLEvvzCDcX4rGeYJxHljmT5LpPjdm3wqC6d1GbEcOl2XNY55nXw1zUgfR5wktr+6nahtSqwYnfoZ5HUtoxVW/izpv72BoP2JA0Vj+J8fYdh1cjAxnXm0hLwWccdt1GU7TRx01mwfcEZuSsaR1yM5byRqcgwynUup5t27Xk4lYt6uX4cZuiYZ59Eph7MWcVIxTewo+7XhsA7wBVZdbmeljKNqbiGm67k5DHsn4iJrmtEKGvN0HtXdT7U6KRlfFoXEV1GPaR7WMPvdRndl5Cw+MRn3ASP233jqrwoFpzcDtxc4vkZN7bqtv4317aCCx9vJNVTjaZVhttdHk/eNC4zv1mSch+c0/GGmfxnl1GKt8rEbomHlaeDPZQdCVGaaJm7m1sX6RMxnFzjOQ5Jxll0bGmB3IpbPlh1IBt5HTEvZN6D2SuIos9Z9w1ZELKeXHMewHiWuT4uyC81jTdmNzjf2SeN2jZ1Wv3KXRpneNPD9jMZ5ZTK8YzIaXho/JmJZWHYgXTTKlTo1cNs45nV6nZImx/sOHX57GPhYh983JAo8nppifNsRtYj2H7K/Ro732S2/rUPU/G7U+P8h6WsETrI9SPco+HKiJmrdHjNaBHwb+G8GT+XQKbWS8rMW8RjdSuAFwF09uj2SKKT8m7bfGw2wajBXAS8lHoF7MnGSVxVpnjSp635q2xT9VnGaR9nvpk21o3JsyKpPVQ6jiuvvpBlley27MCBLo0z/HNK3wTWKKh+7JUlSFEyfm3z+K+Kmk2ogzYldp4v5r7Jq3rgp4u7j9inG1bCQuLPTqdC/m8YjNHOT9zWB79K8i/RRoobLKGlslN5y4kS/bil+1iNuJj1/xP7H6cKyDh4GFnf5b2siFdUZrFrDbppIF/DH3CIbT98H/iH5fDLVueE0ar7guu6nYPQnbKo4zWn3u2XmslSxqrj+TppJP09KM/1TlDP9VT12S5Kk0MhgMQW8uMxANLg0Be+dHgH9fIffXkfvWupLaD6i9DD9CwkWEvnZBn38oFHjfR1gIyLX637JuI4iarJW4RGpSfQA8ELq91jYfOJO45NSDCNNLT4Nbz6rNpi2LpEG4mrgsA793A+8iJQ5uSbAW4l5eC1RyPBfRIqFTwCnECkyPlVadDONUvO1rvuphkdH6KeK05zFfrfsHOkqRhXX30mTxfZat7R8rbKY/ryf1KnTsVuSJIUf02x37lllBqLBpSl4X7ft++1EKphWc4B/6dDvg0RjNE8kaqA3GjL6NpEa4kCiEL9bQv0diQKzQTRqvO9ENECyJ3B58v61AYehwSzt38n/+QWRb++7OcWSp4+QrhGZlRTXYJjCbOIi+CVEXvNPATcCb2PVWmVLiQa8tiNqwau7xwEfJp5C2o5o/OwfiBOC24n97+3EUwP/VFKMrW4bsvs676caGu1vDKqq05zFfjevBoM2IObZM4iCqyfjzdUsDVM5oqrrb56quP5lsb0Ou7+ukiymP8+82JtSr2O3JElqalQu2Ztm+mxVWJrHrldv+/5dVn2M/1Bgi7bfziMe/72z5bdfESd9ewAPEbXSfwK8G/g0kb+o3auBDwF/6hNnozB4o+T9k8DbGa0WoHo7g2hopVdO4UuJRmG+TT1rM+1O+vYArsKnLIp2N5Huqlvt9UeJ/dDXgK9TjYag6qB9/95qXeKJp4b/IO7OfzPXiHprpBS7gUgx1E3d91OtlhNPeN1BfffNjyOb/e6yvl0NbhHwFuDldG4AaZpIYVVkY6Tj6tfEOVxd1988DLr+lZEqJKvzpCy31yLV4Txxkx7/VfHYLUmSmi5M3hcSN9NvKTEWDSBNwXv7nZVOeTQPavt+EfBsVq0Z/evkfXtgAVFIAFEj9TAiD/tb2vqZA7wTeFWfOB9p+XwizdyFyt6twBOIi44diJP3aeIJh9uIx/zv7Np3Pbw+g2GcksEwNJwLiceqtyUeAV9GPFGzhDhQ3cbo+b8n2b1DdDsFfAm4CfhNPuEM7MlEYzTjup9qt4J675sPyWAYWe533wi8l96pIKaI9mO6Pbmnwd1HpCys6/qbtWHWv+XMPA8uwqSfJ9Vh+u8fotsqHbslSdLM9uc2wIL3yktT8N7eGOlFHbrZueXzcuCVdE5H0ih4n0VcWF3Y8t80cDxRw769BskRwGvoXSvkY8SF72XA53p0p2ysJGqeXVp2IDl5esr+F1PvC8o6uz55KTt/JJ5Sam1z41bgBOJm7CyiNuZhwCuAtYl0H3sBfy400pnGfT/VSZ2neZgG1TtZTDb73UVEGrxhGkucn8F4Ve/1NyujrH9zWPUJ1bxN+nlSHab/Rup57JYkSTPbLSv6PE8jSJPjvXVhTxOP7rdbv+XzD5l5Z6bVLcQJH0S6mU6OZ9WG0dYGnto7TK4E3kScxFqjVWk9LkW/y4kLmFEaeJSqaDnw/bbfjgG+QKQBuxb4AbEP3hr4HyJlxIcKjFH1t37/TrrKar+7HpEqb5hCz1ZzU45fky3N+rcaxa5/k36eVIfp99gtSVJ9td44f6i0KDSwNAXvrY1D/oV4lL1da37G9oZX2zVqvXcreH+Uzmli9u0zXClLD/fvpKPlRNsGnVIySXXW+iTRMuD8Lt3dB7yBaPvjv3KOSeOl/Qm7QWW1351PNM78pBTDWDtlDJpcWax/vdLSZG3Sz5PqMv0euyVJqqe1Wj7XubLCxEhT8H5zy+cHB+im3wpxWfK+W49ufgT8tu23jfsMV8rSOSP08wDwQpqtT0vj5IfA75LPD9C/QbhzmOx0ERrelSP0k+V+9yPAE1P0P000GC+NIov1b5j2ONKa9POkuky/x25Jkupps+R9mpkVolVR3XK8LwI27NNva232NYmG29q15lPepUs3DXe2dLcjnWvQQ+SSb631s12f4U6SDYDNiTtgc4gT6T8RtVU2T7pZl+znV2PY6+Qw7Cw01vNNSB/f54DnEY0AD+K3wNuIdEpVnDcNvdadxh3VrUl3s24YjcfiNyLdfGvcmFuYcjjjJsttAiKV10eJ7aLK87mRb3s7ut8wroK1W97Tzs/ViO22ysuln0uJWqRl7Hcfz6rtywzrOuLYu+4I/TYast+cYpZhr2PBHGB2QXFAM8VQ1fcr7RrHyc1IH/eOZLP+bZNyGMOo43nSpJ4n1uXYDbBp8j6H8veFWybdLCooliysk7wXuawb14dFHje6aaSAyuK8qmyNc4mizgu62bLlc1FxdNsuG+f3Vbze67UvmQLmUVzMranQHk/nthez1m36G+pw/CnSoOUuz0je76BZCD+qecl72nKXLLReqy8pM5AuGtdlWxLbcKvN6W6NqS5/vAH4jwFG2p5baLqtm1k0TzxX0HvmtXb7MN3zsc8B1mj5vhx4pE+s42yKKFhpFK50spy4UbIGsYMd9bH9bmYTG0kew87CQmI+/Z6ZJwmjmk00YtFrZ7iCmB/9ahCVadB1B2K767VdZm0BEVPaZdbYT036fqJd1tsENJdZp2NBVcwntt8qxwixf1mNKIhZq0+3/SwglnXd8/+Vtd+dR/r82I8x+sXNmsn71fQ+oUtj0GPB7ORzUetSXfffWe5fG/uCNNKsf6Oq23nSJJ8n1uHYDc3rvzz3B8NeUy0jUqHWQRn708YyW8noKZiy0ihnqNMy66ZxXrKE7hUVi9C4/od8U10Msl2uSOKpyvnCoPuSORS7fbSWt91L+vOLboaZ/qoss6ponPf1K3dpdNevjHUQjfOAq4AtUg4rrapfqzeuyzrtf9vLqVtdk3bE5xIzZBo4cIBu9u8zvHuT7o7q0c0eLcObJhr8mVRvJO60TA/waszbD+YQxwHJsE/MYdhZuImI74gMhzmLqIl2GJGT8yjgcGAfRqvVWLRh1p1HkvftCozvmmScR6cczubJcL6dOqLxcgsxX56b4TAPTIZ5SIbDzNqPiRiLzHc8ipOIOE/KYFjXAfdnMJwqKGO/+1MG2092e91A8yRtFI8lw8mrPZthjgUrgLtyiqOTjZPxnlXgOLPQmJ8HZTCsqyl3/UujTudJtxLz6/AMh1mX6a/DsRuiYeFp4M85DX+YfeE9yfsncoolD+sTMZ9d4DgPoTm/yrY7Ectnyw4kA+8jpuXgkuPYK4kjz5uHw2yX06zaaHQZhol5JVHYWZRdWsY9r0+3oxp2mZ2bUxx1dSqDlbvcnHT3nxmM88pkWMdkMKy0GtfqC/t1WJJlRHx7d/ivcczr9DqlW6qZQX2GZoH784DzOnTzr0TB7CzikcanEI+YdHIZ8ExgV+CrXbppr7Xzx8HDHRuLgM8TJ6GDWqd/JxrCSuKC+OqyAxnSKOvO6vmEojFzHvA14BWMluNW6qeM/W6aWubLie2hio0ejXIsmEV5hbiT6nEp+i17/avreVJW6jL9k37sHmVfWKUbJ9I4GmW7hN5tBeZtlJinaKbRqrtRl9lO2Ycy9nammV7m/BLj0BDS5ms+g6hNDHHC1imf4S+Af08+P55oILVb/vjGyemOPca5Udv3i/uHOVbWI06Sh92pNaS92aL6Srvu5HVnXOPjjcSN1qeUHIeUlVEf31xO1HK9IMNYspLmWDCX9Kl3NLhRHz+v8vrX6uVEestx9w7i2FhVk3rsTntePLt/J5KGlGa73IRyyjrSxLwW+aV8KUqa6d+Q3stsXWK5dkuRPYkaT+ctp/rneUqkLXhfBrwr+bwu8NYu3b2HZkqYvYiG0g7r0N0gBe97tXy+B/jlQJGOh/nE4zhP6tdhD9ZenkxZrDtVT8+h8t1NpBRb1q9DqSZ+NkI/DwAvBE7POJYspD0WTNFs/Ff5G6UGcpXXv3bnAe8lUhi9qORY8vBqYnm8CfhNybH0MonH7izOi62QImUr7XbZmsO8KFmcV6Vtz6lMWSyzTmlF1gbOJMr7biXSofQqI5wkr0zez6OaT9Wqg7QF7wBfBC5KPp9A9w3iDcA/EHdmNiM2pI3bumkUvG9L9ztfL2n5fArlNipStI8AT0zR/zRwckaxqF6yWHcuySgWjbcbibRh0jg4keFOan9B5JL9bj7hpJbFseC+jGJRf+9ivNa/drcSFXdOA75CFAC/mnrXbFsNeDPwIPBp4MPE9U7VG7ietGN3FvvCT2YUi6SQdrtcSfH72iz2JXVuiymL6e90nnMiM9td2ZnItpFF+WWd7QvskHz+SpmBaDhZrLgrgWOJBhhXB75F99pQJwJ7EnfFvs2qjXQ1Wntdjc4NCjyH5ob9EPCxkaOuny2Av005jN8DV2QQi+pld7JZdx7NIBZJqpMbgEOBP/Xp7lLgSGA/YHHOMY0qq2NBng2paaZrGZ/1r5e3ENcQVwAfB+4FLgT+hWiMtOr2B/6NSH95K/BBoibaajTTbao6NiObfaEVUqTsZHGOchXFVsrM6ryqrhVJ85z+F3T4bUeioei624JoJ/PFwMuI87z2CsndNKb/YeCb2YemvGSVA+sa4Djgy8D2RIvph1lKtTgAAA1uSURBVBK1PdpdQfdWuG8hVqIFRD74a1r+W4uZrcf/G3Bbqqjr5YAMhnFKBsNQ/bwug2G47kiaVBcRtUsOJ06UtyAqHdxBPKn3A+C60qIb3OszGIbHguKNy/rXz3Ji+vYFPpC870GksVyDqM3/veT9z8Dt5YTJpkSjy08nlsk+RGWgBUSFpnOIGwZXlhSf+tsvg2G4L5SyVcdzlDrGnKU8p/+xLr/XtfLHIqKSwcvpXMF4mjjH6XcT5kzipsSf6VzWqorKsvGJ04gUMf9OnIReTORrHLaG9WLiUZJtWn6bDXwO2Cr5/l0mq7Y7wBNS9r+Yeu/YNbqnp+x/Ma47kibbcuJJvW+XHUgKHgvqaxzWv0FdBDyTuEh9Bfz/9u40Vq6yDOD4/3aF2xYulKVAW6BUKDsoIpUKWFAiIohgwq4fVGJCYqIRBK0QSvzCIriBCgZD4hY0RSGgBTHIoiRFEpS10IKC7LRIobSX1g/PmdzhtjN3Zs6Zs8z8f8nk3N4559zn7Zw5y3Pe8z58keiMs5DYhlcTifjxRAeclcA/ic46K5J/ryMKI69Jphta/NvbENcfE4lrmjlED7u9gd2JHmnriKd8tyWGxNmQ/M1riQ5Ib3fSaOVqj5TLr8R9oZS1Kp6jVDHmLHWz/T8DFo363V+IJ+Kq5lyink2zenkDxM38VkYYuDmLoJSvrKs+L07W+W0iUfx34DziZLTVgj0ricR77aRoayLpflLy778CpxF3hfrJ9BTLDhMXLxZf6E+7pljWbUeSeoPHAlXJKuD7yWsIOJUoKDaHuAaoJcf3AI4mLlbXMvLk7DjimmQC0YPsneS1miiKuWUyrb0grlfWET3YpxJF4ybVxbQumW4A/kYkBn6Nyfaq2TbFsu4Lpe6o4jlKFWPOUjfbX8srfoE4Xt9KFCqvkiHgBuDENpbZojuhqGhZJ94hCkGtAK4hNpzvAV8DLiUKAKwZY/mVyXRfYoiMbxKPdEL09DmT6L3Sbxo9bjOWYeJGxT0ZxqJqWUNcPLbLbUeSesca4uKlXR4LVLRVRFL8WiKhvm/y+ghRO2oOkSgfIIamHCR6xNerbfs7Nvk7g0QSfhyR3N9IDOnzFPEk772M9K7vtw5AvWTd2LNslvtCqXuqeI5SxZiz1M32rwcuTF4DVO+YO50Yeu7gDpefPPYsqpJuJN4h7uw8QPRUP5S4G/ZTovr73URx1f8QJ7NvEQn6acS4iXsn61iYvCB6niwCrqZ6X7qsPNLBMquBs4mhedS/lgKnt7mM244k9ZalxIVOOzwWqGw2EOOnPwz8qu73U4F9gNlE8bHtgB2A7Ylk/DSiJ/wk4vpnDXF98T+ix/yWwI1Ecv1loiPQI1hYvhc9NvYsm3BfKHVXFc9RqhhzlvJqf9Xyf4NEvvPAFOvYKqNYVBLdSrxDnKweRozzfj5RIGkSUVi1UXHV0V4Afk48ZvpcF2KskpuBK4gLh1bcR1RJXtmtgFQZFwOfwm1HkvrZRcT4kR4L1IveJDr9PNDBss8TifffALdkGZRK6Tbihov7Qqk8qniOUsWYs9Tv7W/kStIl3TcCyzKKRSXRKPG+N/DBDP/O1URh1IOAeUTP9q1HzbMWeDWZ7kFscBcS4zIenWEsVXYVcA7Rg6eRlcQdxAeJghdpi160Yl4y3Ye4g1k2U5Lp4bR+YOg1Zd12Gqnd5f0Q6W4Q1sbxnEU5t82i1IYeWkAUk+sXOyXTUyn3kGW1YtpzSL/dTiNuerv9V9O4ZHoMUWAyrSodC2rniTOp1vZbGxP8KGCXAuNQ62qPyi8g3fjf6p73J9NBstkfVGlfmIXa9c/O5Lc/3S+ZluEcZHYynUvxsaS1fzL9GPF5FmVOMh0gu//TKn4vqxTzzLqfT6P1wuPNVKn9eZhN/H+k8RxxrZqXWtHXQ8nn6YLtiX3XVkS9ntXA08DrjFyrn045nzgcSKbHAXuNem8/GtthoMEbnyHGV++mAUYSasOMfMhTgA8nP9+VvKcRA8TGui0jYz/VCkG9SjHJpG2AQ4BngCcK+PtjmUL8vy0HZhQcS5HKuO00UvvMnmRkB9yJLYgxYF8GHsogrl7Rr9+JDxDbf9mPLZOJE5GnaX4i24oFybruShuUCjE1ma4khs7IQlWOBZOAI4FXgH8UHEs7ap9ZFt9f5aNfj4lVMoE4p3szw3VWZV+YhYnEzcBXieRXHsYTN7XWUvw51zTiSfzn6Gz41jKZC+xO9Ih9rcA4xhE3wjYydg2/dlTxe1mVmGufGUTtlKxGv6hK+/OwN++9wdGJx4FnM4ilVYPEtpE279LMBOKmxE40rj34MnGsGgL+THTALpvaOf7bbBpf7Zi3OXd0LaIUZjBS0ChNpWTl5yji87q84Dik0WYS2+aSogNRKdxBbA9DY83YQ5YTJ9dS1dTOBx36Q5LS2Y7Yn95edCAFOYho/3VFB5KBS4m2tDp0r6T8/IuRXGYnrxX03ggN5xK92Vtp/zvJdOpm11Rh3RzjvVP1d8R6baOTJEmSJEmS1DvSdBweBs4iapD0giHgBuDENpaZNPYs1VTGxPs7dT836qovSZIkSZIkSUVbw0h9wXYME+Pu35NtOIWZDiwFDu5w+clkO7Rc4caNPUvbPk4M6/ASkUR/HFhEjMvXivoiDxOzDU2SJEmSJEmSMtPJWN6rgZOBmzKOpSiDwJ10nnSHHhz5JMvE+wTiUYI/Eo8TbE88KrAncAmxEbYyVk/94wVFF2KRJEmSJEmSpEYupr2hYu4jalD8vivRFONK4MAUy28gCmH3lCyHmvkB8Lkm7x8O/Ag4e4z11A8v83baoCRJkiRJ6nFzgf2J4tSTgf8SiZ1+uKZu1PZ/FxmUpL7yJHAscCOwR5P5HiQKJS8hion2ioOAc1Ku4xFgfQaxlEpWifcDgC+1MN+ZwGJig2yk/rGCtxrOJUmSJElS/xoCvkJcZ8/dzPsbibF2e1Erbb8V+HGeQUnqa/cD84DjgYXALKIX94vAo8BtwPLCouuuL2ewjuszWEfpZJV4PwEYaGG+AeBomifeZ9X9/FKaoCRJkiRJ6kHnEp3ahprMM0DUYIP3Plleda22/Xhgfi4RSVIYJnqzLyk6kJwdkXL5lZh4b2rnNubdYYz3a49kvE574yNJkiRJktTLhojaaie2udxe2YeSu07aPr07oUiS6uyaYtlh4Cx6NAecVeJ9VRvzvjjG+wuT6aMdxiJJkiRJUq+ZTgwdc3AHy24PTKS64+emaTvA+AxjkSS91xo6e7JqGDgNuCfbcMpjXEbreb7F+YaB25u8P4koRgAxHpskSZIkSf1uELiTzhPP44Ap2YWTq7Rth8hFSJK6o5N6IquBk4GbMo6lVLLq8X53i/NdBjzT5P2ziTvx0H/jIUmSJEmS+teOwLQG7y0GDkyx7g3J+rcb9bunU6wza7uw+R6Tadu+EbiGTYuwrgOeTbHeRsYDu3dhvdsk053ZtC2vJS9JKsJFRF2NRsew0e4DziDGdleLVhAHtM29NgBX0byH/dS6dZh0r5ajiM/t8oLjkEabifsUjbiD2B6aFeLqNctpbzg4qSxmEN/XW4oORJJy9EsaX1N341W28XTvId/2d2t4211ybsdG4OIutUWSWjWfuP5stq9aBpxEFMDuC1n1eAf4DvCT5Oe1RNGTKcQd5JuAh8ZY/gpgN+Bd4k6JJEmSJEmSJKnc7gfmET3fFwKziI7YLxI3Om8jEvPq0HjizkXtLsYSWh9D/vy65S7oSnTqpiOJz+6yogORRqn1Nvld0YGoFJYS28NWRQeSoyfxsWNV047E9/UPRQciSTkaJJ7MG/16gnS9oZ8hngQdvd6t82lWy6ayaYzfojttH6L1IRHaNdDg723u9XXi6cRW2rImmX56M+vZokttkSSVyGziTkbtwHAXMf5YI1OBH9bNfzN99LhBD9kCuJS4syWVyQDwDeDwogNRKRwNfLXoIHL2WeDzRQchdWAAOA84ouhAJKkE3qLzxPN6YEH+IWdmMb3Z9iGis2In7TqmgHglSSVxAHFXuf6u7A1EpdpDiKIonwS+C7xQN99vgUn5hytJkiRJUmm9TOeJ51MKiDdLi+i9tk8HHqTzGwrH5R+yJKlMdiSGdmj1cakLiKFqJEmSJEnSiF/QfnJ2FXBCEcFm7DR6q+2DRP27TpPuG4Fjc49aklRKhwHXAc+z6cHiUeASYngaSZIkSZK0qfcBb9B6YvZeYLciAu2C7eittl9LuqT7u8DE3KOWJJXe1sCewO7A5IJjkSRJkiSpKuYDy2melF0GnETv1U3rlbbvQ7qk+0bg4dyjliR1bEKOf2t18pIkSZIkSa27H5gHfAI4EtiFSMS+BDwG/Al4urDouqtX2n5GBuu4PoN1SJIkSZIkSZLUE5aSrrf7CmBa7lFLkiRJkiRJklRSj9B50n09sCD/kCVJkiRJkiRJKq9ldJ50P6WAeCVJkiRJkiRJKrWraT/pvgo4oYhgJUmSJEmSJEkqu92AN2g96X5vsowkSZIkSZIkSWpgPrCc5gn3ZcBJwEBBMUqSMuKOXJIkSZIkKR/jgY8ChwEziGT7K8BTwN3As8WFJknK0v8BISEK6IoTooAAAAAASUVORK5CYII=\n",
      "text/plain": [
       "<IPython.core.display.Image object>"
      ]
     },
     "metadata": {
      "image/png": {
       "height": 290,
       "width": 751
      }
     },
     "output_type": "display_data"
    }
   ],
   "source": [
    "newAltoFixed = newAlto.makeNotation()\n",
    "newAltoFixed.show()"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "We can continue to add multiple TimeSignature objects to this Stream of Notes. First, we will replace the 2/4 bar previously added with a new TimeSignature, using the Stream :meth:`~music21.stream.Stream.replace` method. Then, we will insert a number of additional TimeSignature objects at offsets further into the Stream. We will use a flat stream that has no measures, so temporary Measures are automatically created when calling the `show()`method."
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 37,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/plain": [
       "<music21.meter.TimeSignature 2/4>"
      ]
     },
     "execution_count": 37,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "newFlatAlto = newAlto.flat\n",
    "ts = newFlatAlto.getTimeSignatures()[0]\n",
    "ts"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 38,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/plain": [
       "<music21.meter.TimeSignature 5/8>"
      ]
     },
     "execution_count": 38,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "newFlatAlto.replace(ts, meter.TimeSignature('5/8'))\n",
    "newFlatAlto.getTimeSignatures()[0]"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 39,
   "metadata": {},
   "outputs": [],
   "source": [
    "newFlatAlto.insert(10.0, meter.TimeSignature('7/8'))\n",
    "newFlatAlto.insert(17.0, meter.TimeSignature('9/8'))\n",
    "newFlatAlto.insert(26.0, meter.TimeSignature('3/8'))"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "Now we can `makeNotation()` again and show this wacky interpretation of Bach:"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 40,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "image/png": 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\n",
      "text/plain": [
       "<IPython.core.display.Image object>"
      ]
     },
     "metadata": {
      "image/png": {
       "height": 416,
       "width": 753
      }
     },
     "output_type": "display_data"
    }
   ],
   "source": [
    "newFlatAlto.makeNotation().show()"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "A quick note: If you only want to gather Notes, Rests, or other subclasses of GeneralNote, but don't mind losing other information as such the :class:`~music21.key.KeySignature` and :class:`~music21.instrument.Instrument` objects, then you achieve the same change in time signature using the notesAndRests property. (Otherwise, it's best to stick with the :meth:`~music21.stream.Stream.getElementsNotOfClass` method."
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 41,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "image/png": 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\n",
      "text/plain": [
       "<IPython.core.display.Image object>"
      ]
     },
     "metadata": {
      "image/png": {
       "height": 295,
       "width": 751
      }
     },
     "output_type": "display_data"
    }
   ],
   "source": [
    "newAlto = alto.flat.notesAndRests.stream()\n",
    "newAlto.insert(0.0, meter.TimeSignature('5/8'))\n",
    "newAlto.insert(10.0, meter.TimeSignature('7/8'))\n",
    "newAlto.insert(17.0, meter.TimeSignature('9/8'))\n",
    "newAlto.insert(26.0, meter.TimeSignature('3/8'))\n",
    "newAlto.makeNotation().show()   "
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "Let's see how that looks in all the parts by putting the time signatures in their \"proper\" place in every Part.  First, lets get all the TimeSignature objects in the score with ``.getElementsByClass('TimeSignature')`` or, even better, the shortcut, :meth:`~music21.stream.Stream.getTimeSignatures`.  This only works because we already flattened `Alto` to make `newAlto`"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 42,
   "metadata": {},
   "outputs": [],
   "source": [
    "tsList = newAlto.getTimeSignatures()"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "tsList is a `Part` object so we can show it:"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 43,
   "metadata": {},
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "<class 'music21.stream.Part'>\n",
      "{0.0} <music21.meter.TimeSignature 5/8>\n",
      "{10.0} <music21.meter.TimeSignature 7/8>\n",
      "{17.0} <music21.meter.TimeSignature 9/8>\n",
      "{26.0} <music21.meter.TimeSignature 3/8>\n"
     ]
    }
   ],
   "source": [
    "print(tsList.__class__)\n",
    "tsList.show('text')"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "Now we'll create a new `Score` object and flatten all the parts from the original `myBach` and get everything but the `TimeSignature` objects, run `.makeNotation()` and put it in the new score:"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 44,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "image/png": 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\n",
      "text/plain": [
       "<IPython.core.display.Image object>"
      ]
     },
     "metadata": {
      "image/png": {
       "height": 695,
       "width": 748
      }
     },
     "output_type": "display_data"
    }
   ],
   "source": [
    "newScore = stream.Score()\n",
    "\n",
    "for part in myBach.parts:\n",
    "    flatPart = part.flat\n",
    "    noTSPart = flatPart.getElementsNotOfClass('TimeSignature').stream()\n",
    "    for ts in tsList:\n",
    "        noTSPart.insert(ts.offset, ts)\n",
    "    noTSPart.makeNotation(inPlace=True)\n",
    "    newScore.insert(0, noTSPart)\n",
    "\n",
    "newScore.measures(1, 10).show()"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "## Working with Beats in a score"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "If a Note is in a Measure, and that Measure or a preceding Measure has a TimeSignature, it is possible to find the beat, or the position of the Note in terms of the count of whole or fractional subdivisions of top-level beat partitions.\n",
    "\n",
    "The Note :meth:`beat <music21.base.Music21Object.beat>` property will return, if available, a numerical representation of the beat, with a floating point value corresponding to the proportional position through the beat. The Note :meth:`beatStr <music21.base.Music21Object.beatStr>` property returns a string representation, replacing floating point values with fractions when available.\n",
    "\n",
    "Let's see what we can do with beats in our same Bach score.  Let's use the :meth:`beatStr <music21.base.Music21Object.beatStr>` for \"beat string\" tag to get a nicely formatted measure of the beat for each note in the Soprano part:"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 45,
   "metadata": {},
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "<music21.note.Note B-> 1\n",
      "<music21.note.Note B-> 2\n",
      "<music21.note.Note F> 3\n",
      "<music21.note.Note D> 1\n",
      "<music21.note.Note C> 2 1/2\n",
      "<music21.note.Note B-> 3\n"
     ]
    }
   ],
   "source": [
    "sopr = myBach.parts['Soprano'].measures(1,2)\n",
    "\n",
    "for n in sopr.flat.notes:\n",
    "    print(n, n.beatStr)"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "Instead of just printing that though, let's put the beatStr as a lyric on each note:"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 46,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "image/png": 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\n",
      "text/plain": [
       "<IPython.core.display.Image object>"
      ]
     },
     "metadata": {
      "image/png": {
       "height": 211,
       "width": 748
      }
     },
     "output_type": "display_data"
    }
   ],
   "source": [
    "for n in sopr.flat.notes:\n",
    "    n.addLyric(n.beatStr)\n",
    "\n",
    "sopr.show()"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "If we change the TimeSignature in a Part, the beat counts will reflect this change. For example, if the Bass part of the same chorale is re-barred in 6/8, new, syncopated beat counts will be given."
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 47,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "image/png": 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      "text/plain": [
       "<IPython.core.display.Image object>"
      ]
     },
     "metadata": {
      "image/png": {
       "height": 437,
       "width": 753
      }
     },
     "output_type": "display_data"
    }
   ],
   "source": [
    "bass = myBach.getElementById('Bass')\n",
    "newBass = bass.flat.getElementsNotOfClass(meter.TimeSignature).stream()\n",
    "newMeasures = newBass.makeMeasures(meter.TimeSignature('6/8'))\n",
    "newMeasures.makeTies(inPlace=True)\n",
    "for n in newMeasures.flat.notesAndRests:\n",
    "    n.addLyric(n.beatStr)\n",
    "newMeasures.show()   "
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "Each note also has a particular :meth:`beatStrength <music21.base.Music21Object.beatStrength>` that shows how metrically accented `music21` thinks it is, with 1.0 being most accented and 0 being least."
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 48,
   "metadata": {},
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "<music21.note.Note B-> 1.0\n",
      "<music21.note.Note B-> 0.5\n",
      "<music21.note.Note F> 0.5\n",
      "<music21.note.Note D> 1.0\n",
      "<music21.note.Note C> 0.25\n",
      "<music21.note.Note B-> 0.5\n"
     ]
    }
   ],
   "source": [
    "for n in sopr.flat.notes:\n",
    "    print(n, n.beatStrength)"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "This chapter gives a solid introduction to the types of things you can do with TimeSignatures and beats.  We will return again to this topic later in the User's Guide to show how beaming, accentuation, and other elements can be controlled through meter and `TimeSignature` objects.  But time is not the only thing to have a signature.  :ref:`Chapter 15, Keys and Key Signatures <usersGuide_15_key>` will guide you through working with :class:`~music21.key.KeySignature` and :class:`~music21.key.Key` objects."
   ]
  }
 ],
 "metadata": {
  "anaconda-cloud": {},
  "kernelspec": {
   "display_name": "Python 3",
   "language": "python",
   "name": "python3"
  },
  "language_info": {
   "codemirror_mode": {
    "name": "ipython",
    "version": 3
   },
   "file_extension": ".py",
   "mimetype": "text/x-python",
   "name": "python",
   "nbconvert_exporter": "python",
   "pygments_lexer": "ipython3",
   "version": "3.7.2"
  }
 },
 "nbformat": 4,
 "nbformat_minor": 1
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